diff --git "a/PL9fwy3NUQKwYaToDpbPxaOdkUX3PS_VKf/ONz55Bmglq8_raw.json" "b/PL9fwy3NUQKwYaToDpbPxaOdkUX3PS_VKf/ONz55Bmglq8_raw.json"
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+{"segments": [{"id": 1, "seek": 3802, "start": 20.7, "end": 38.02, "text": "بسم الله الرحمن الرحيم نعود الان الى section 2.4 الذي ابتدناه المرة الماضية وذكر بما قلناه في نهاية ال section المرة الماضية تكلمنا عن نقطتين ال raw vector و ال column vector", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 8717, 3615, 23328, 2423, 7649, 2423, 7578, 3541, 568, 13, 19, 43527, 48127, 2655, 3215, 8315, 3224, 9673, 25720, 9673, 46958, 10632, 4032, 8848, 37983, 4724, 15042, 12174, 1211, 8315, 3224, 8978, 8717, 11296, 10632, 2423, 3541, 9673, 25720, 9673, 46958, 10632, 6055, 4117, 19528, 8315, 18871, 8717, 47432, 2655, 9957, 2423, 8936, 8062, 4032, 2423, 7738, 8062], "avg_logprob": -0.16233915200128274, "compression_ratio": 1.680722891566265, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 20.7, "end": 21.02, "word": "بسم", "probability": 0.820068359375}, {"start": 21.02, "end": 21.24, "word": " الله", "probability": 0.9658203125}, {"start": 21.24, "end": 21.64, 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77.03, "word": " هي", "probability": 0.79736328125}, {"start": 77.03, "end": 78.01, "word": " raw", "probability": 0.6513671875}, {"start": 78.01, "end": 78.47, "word": " vector", "probability": 0.9794921875}, {"start": 78.47, "end": 78.77, "word": " ولا", "probability": 0.74267578125}, {"start": 78.77, "end": 79.15, "word": " column", "probability": 0.9111328125}, {"start": 79.15, "end": 79.49, "word": " vector", "probability": 0.97705078125}, {"start": 79.49, "end": 79.79, "word": " هذا", "probability": 0.58837890625}], "temperature": 1.0}, {"id": 4, "seek": 9808, "start": 80.48, "end": 98.08, "text": "Convector U3 يبقى من هذه الأعمدة بقدر اكتب المصفوفة تبعتهم على الشكل التالي يبقى U1 و U2 و U3 كل من U1 و U2 و U3 عبارة عن عمود", "tokens": [9838, 303, 1672, 624, 18, 7251, 3555, 4587, 7578, 9154, 29538, 16247, 25957, 41891, 4724, 28543, 2288, 1975, 4117, 2655, 3555, 9673, 9381, 5172, 38688, 3660, 6055, 3555, 34268, 16095, 15844, 25124, 28820, 16712, 6027, 1829, 7251, 3555, 4587, 7578, 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{"start": 148.74, "end": 148.98, "word": " of", "probability": 0.67578125}, {"start": 148.98, "end": 149.46, "word": " vectors", "probability": 0.95703125}, {"start": 149.46, "end": 150.28, "word": " او", "probability": 0.89599609375}, {"start": 150.28, "end": 151.0, "word": " as", "probability": 0.78759765625}, {"start": 151.0, "end": 151.42, "word": " a", "probability": 0.97314453125}, {"start": 151.42, "end": 151.8, "word": " column", "probability": 0.4130859375}, {"start": 151.8, "end": 152.28, "word": " vector", "probability": 0.8212890625}, {"start": 152.28, "end": 153.22, "word": " والعكسه", "probability": 0.7943359375}, {"start": 153.22, "end": 153.82, "word": " صحيح", "probability": 0.98828125}, {"start": 153.82, "end": 154.36, "word": " لو", "probability": 0.8056640625}, {"start": 154.36, "end": 154.7, "word": " عندي", "probability": 0.68701171875}, {"start": 154.7, "end": 154.9, "word": " row", "probability": 0.64013671875}, {"start": 154.9, "end": 155.08, "word": " of", 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"probability": 0.98486328125}, {"start": 301.61, "end": 302.05, "word": " all", "probability": 0.9501953125}, {"start": 302.05, "end": 302.91, "word": " ordered", "probability": 0.78759765625}, {"start": 302.91, "end": 303.55, "word": " pairs", "probability": 0.8671875}, {"start": 303.55, "end": 303.93, "word": " A", "probability": 0.765625}, {"start": 303.93, "end": 304.41, "word": " وB", "probability": 0.73486328125}, {"start": 304.41, "end": 305.25, "word": " بحيث", "probability": 0.9913330078125}, {"start": 305.25, "end": 305.53, "word": " A", "probability": 0.857421875}, {"start": 305.53, "end": 305.83, "word": " وB", "probability": 0.974609375}, {"start": 305.83, "end": 306.35, "word": " موجودة", "probability": 0.9542236328125}, {"start": 306.35, "end": 306.83, "word": " أثوان", "probability": 0.616943359375}, {"start": 306.83, "end": 307.53, "word": " فيها", "probability": 0.92724609375}, {"start": 307.53, "end": 308.47, "word": " وكأن", "probability": 0.689697265625}, {"start": 308.47, "end": 308.87, "word": " هذه", "probability": 0.94921875}, {"start": 308.87, "end": 309.65, "word": " النقاط", "probability": 0.9169921875}, {"start": 309.65, "end": 311.01, "word": " الإحداثيات", "probability": 0.936767578125}, {"start": 311.01, "end": 311.37, "word": " في", "probability": 0.99365234375}, {"start": 311.37, "end": 312.59, "word": " مستوى", "probability": 0.96630859375}], "temperature": 1.0}, {"id": 14, "seek": 33230, "start": 313.1, "end": 332.3, "text": "مستوى السينات ومستوى الصادات محور السينات ومحور الصادات بيكونوا لمستوى كل نقطة في هذا المستوى لها إحداثين فهي إلا إحداثين فقط لو قلت لك R تلاتة يبقى هذه إحداثيات نقطة مكونة من ثلاث مركبات", "tokens": [2304, 14851, 2407, 7578, 21136, 1829, 8315, 2655, 4032, 2304, 14851, 2407, 7578, 31767, 18513, 9307, 3714, 5016, 13063, 21136, 1829, 8315, 2655, 4032, 2304, 5016, 13063, 31767, 18513, 9307, 4724, 1829, 30544, 14407, 32767, 14851, 2407, 7578, 28242, 8717, 47432, 3660, 8978, 23758, 9673, 14851, 2407, 7578, 5296, 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"probability": 0.5667724609375}, {"start": 323.74, "end": 324.82, "word": " إحداثين", "probability": 0.98974609375}, {"start": 324.82, "end": 325.36, "word": " فقط", "probability": 0.959716796875}, {"start": 325.36, "end": 326.14, "word": " لو", "probability": 0.8056640625}, {"start": 326.14, "end": 326.48, "word": " قلت", "probability": 0.9451497395833334}, {"start": 326.48, "end": 326.76, "word": " لك", "probability": 0.91259765625}, {"start": 326.76, "end": 327.04, "word": " R", "probability": 0.6201171875}, {"start": 327.04, "end": 327.8, "word": " تلاتة", "probability": 0.82391357421875}, {"start": 327.8, "end": 328.18, "word": " يبقى", "probability": 0.967041015625}, {"start": 328.18, "end": 328.56, "word": " هذه", "probability": 0.86962890625}, {"start": 328.56, "end": 329.72, "word": " إحداثيات", "probability": 0.9689127604166666}, {"start": 329.72, "end": 330.26, "word": " نقطة", "probability": 0.9705403645833334}, {"start": 330.26, "end": 330.92, "word": " مكونة", "probability": 0.772705078125}, {"start": 330.92, "end": 331.08, "word": " من", "probability": 0.9931640625}, {"start": 331.08, "end": 331.48, "word": " ثلاث", "probability": 0.960693359375}, {"start": 331.48, "end": 332.3, "word": " مركبات", "probability": 0.8983154296875}], "temperature": 1.0}, {"id": 15, "seek": 35057, "start": 332.43, "end": 350.57, "text": "يبقى هذا النقطة موجودة في الفراغ يعني مثلا لو جيت نقول غرفة اللي انت فيها دي النقطة اللي انا بدي اعتبرها عبارة عن نقطة يبقى الا إحداث سيني و إحداث صادي و إحداث رأسي X Y و Z", "tokens": [1829, 3555, 4587, 7578, 23758, 28239, 47432, 3660, 3714, 29245, 23328, 3660, 8978, 27188, 2288, 5718, 118, 37495, 22653, 50113, 15040, 45164, 10874, 36081, 8717, 39648, 32771, 28480, 3660, 13672, 1829, 16472, 2655, 8978, 11296, 11778, 1829, 28239, 47432, 3660, 13672, 1829, 1975, 8315, 4724, 16254, 1975, 34268, 26890, 11296, 6225, 3555, 9640, 3660, 18871, 8717, 47432, 3660, 7251, 3555, 4587, 7578, 42963, 11933, 24401, 5718, 104, 8608, 9957, 1829, 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337.95, "word": " جيت", "probability": 0.60015869140625}, {"start": 337.95, "end": 338.21, "word": " نقول", "probability": 0.81201171875}, {"start": 338.21, "end": 338.67, "word": " غرفة", "probability": 0.96826171875}, {"start": 338.67, "end": 338.85, "word": " اللي", "probability": 0.870849609375}, {"start": 338.85, "end": 339.03, "word": " انت", "probability": 0.742919921875}, {"start": 339.03, "end": 339.43, "word": " فيها", "probability": 0.94580078125}, {"start": 339.43, "end": 339.65, "word": " دي", "probability": 0.660888671875}, {"start": 339.65, "end": 340.51, "word": " النقطة", "probability": 0.9402669270833334}, {"start": 340.51, "end": 340.67, "word": " اللي", "probability": 0.91357421875}, {"start": 340.67, "end": 340.83, "word": " انا", "probability": 0.85595703125}, {"start": 340.83, "end": 341.11, "word": " بدي", "probability": 0.76025390625}, {"start": 341.11, "end": 341.83, "word": " اعتبرها", "probability": 0.906005859375}, {"start": 341.83, "end": 342.35, "word": " عبارة", "probability": 0.9498291015625}, {"start": 342.35, "end": 342.51, "word": " عن", "probability": 0.9912109375}, {"start": 342.51, "end": 343.13, "word": " نقطة", "probability": 0.9679361979166666}, {"start": 343.13, "end": 343.69, "word": " يبقى", "probability": 0.9576416015625}, {"start": 343.69, "end": 343.89, "word": " الا", "probability": 0.36669921875}, {"start": 343.89, "end": 344.39, "word": " إحداث", "probability": 0.81866455078125}, {"start": 344.39, "end": 344.85, "word": " سيني", "probability": 0.9230143229166666}, {"start": 344.85, "end": 344.99, "word": " و", "probability": 0.796875}, {"start": 344.99, "end": 345.33, "word": " إحداث", "probability": 0.88134765625}, {"start": 345.33, "end": 346.21, "word": " صادي", "probability": 0.6358235677083334}, {"start": 346.21, "end": 346.59, "word": " و", "probability": 0.96337890625}, {"start": 346.59, "end": 347.21, "word": " إحداث", "probability": 0.951904296875}, {"start": 347.21, "end": 348.67, "word": " رأسي", "probability": 0.9854736328125}, {"start": 348.67, "end": 349.13, "word": " X", "probability": 0.53759765625}, {"start": 349.13, "end": 349.91, "word": " Y", "probability": 0.50244140625}, {"start": 349.91, "end": 350.15, "word": " و", "probability": 0.8388671875}, {"start": 350.15, "end": 350.57, "word": " Z", "probability": 0.87158203125}], "temperature": 1.0}, {"id": 16, "seek": 37104, "start": 350.9, "end": 371.04, "text": "يبقى ثلاثة إحداثيات يبقى هنا the set of all three tuples اللي A وB وC بحيث الـA,B وC موجودة في ال set of real number إذا يا بنات لما أقول RN الـN هذا هو عدد صحيح مجبأ", "tokens": [1829, 3555, 4587, 7578, 38637, 1211, 5718, 104, 3660, 11933, 24401, 5718, 104, 1829, 9307, 7251, 3555, 4587, 7578, 34105, 264, 992, 295, 439, 1045, 2604, 2622, 13672, 1829, 316, 4032, 33, 4032, 34, 4724, 5016, 1829, 12984, 2423, 39184, 32, 11, 33, 4032, 34, 3714, 29245, 23328, 3660, 8978, 2423, 992, 295, 957, 1230, 11933, 15730, 35186, 4724, 8315, 2655, 5296, 15042, 5551, 39648, 45702, 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"probability": 0.8388671875}, {"start": 355.94, "end": 356.98, "word": " tuples", "probability": 0.843994140625}, {"start": 356.98, "end": 357.34, "word": " اللي", "probability": 0.786865234375}, {"start": 357.34, "end": 357.64, "word": " A", "probability": 0.406982421875}, {"start": 357.64, "end": 357.92, "word": " وB", "probability": 0.7900390625}, {"start": 357.92, "end": 358.38, "word": " وC", "probability": 0.974365234375}, {"start": 358.38, "end": 359.14, "word": " بحيث", "probability": 0.90478515625}, {"start": 359.14, "end": 359.42, "word": " الـA", "probability": 0.6143391927083334}, {"start": 359.42, "end": 359.52, "word": ",B", "probability": 0.6072998046875}, {"start": 359.52, "end": 359.82, "word": " وC", "probability": 0.63916015625}, {"start": 359.82, "end": 360.6, "word": " موجودة", "probability": 0.962646484375}, {"start": 360.6, "end": 360.7, "word": " في", "probability": 0.96337890625}, {"start": 360.7, "end": 360.84, "word": " ال", "probability": 0.66845703125}, {"start": 360.84, "end": 361.08, "word": " set", "probability": 0.6025390625}, {"start": 361.08, "end": 361.7, "word": " of", "probability": 0.96826171875}, {"start": 361.7, "end": 362.54, "word": " real", "probability": 0.8359375}, {"start": 362.54, "end": 363.2, "word": " number", "probability": 0.44873046875}, {"start": 363.2, "end": 363.9, "word": " إذا", "probability": 0.611328125}, {"start": 363.9, "end": 364.1, "word": " يا", "probability": 0.9638671875}, {"start": 364.1, "end": 364.5, "word": " بنات", "probability": 0.9420572916666666}, {"start": 364.5, "end": 364.74, "word": " لما", "probability": 0.92578125}, {"start": 364.74, "end": 365.06, "word": " أقول", "probability": 0.867431640625}, {"start": 365.06, "end": 365.84, "word": " RN", "probability": 0.41455078125}, {"start": 365.84, "end": 366.76, "word": " الـN", "probability": 0.7376302083333334}, {"start": 366.76, "end": 367.22, "word": " هذا", "probability": 0.73974609375}, {"start": 367.22, "end": 367.58, "word": " هو", "probability": 0.955078125}, {"start": 367.58, "end": 368.36, "word": " عدد", "probability": 0.9840494791666666}, {"start": 368.36, "end": 369.9, "word": " صحيح", "probability": 0.9935302734375}, {"start": 369.9, "end": 371.04, "word": " مجبأ", "probability": 0.8682861328125}], "temperature": 1.0}, {"id": 17, "seek": 39215, "start": 371.33, "end": 392.15, "text": "تمام؟ لكن المُركّبات اللي في الداخل يمكن كسور ويمكن أعداد سالبة ويمكن أصفر ماعندي مشكلة يبقى الرقم اللي فوق هذا إنه عدد صحيح موجب لكن الأرقام الداخلية هذه كسور كمية سالبة موجبة ماعندي مشكلة طيب", "tokens": [39237, 10943, 22807, 44381, 9673, 10859, 31747, 11703, 3555, 9307, 13672, 1829, 8978, 32748, 47283, 1211, 7251, 43020, 9122, 3794, 13063, 4032, 1829, 43020, 5551, 22488, 18513, 8608, 6027, 49401, 4032, 32640, 19452, 5551, 9381, 5172, 2288, 19446, 3615, 1863, 16254, 37893, 28820, 3660, 7251, 3555, 4587, 7578, 34892, 4587, 2304, 13672, 1829, 6156, 30543, 23758, 36145, 3224, 6225, 3215, 3215, 20328, 5016, 1829, 5016, 3714, 29245, 3555, 44381, 16247, 2288, 4587, 10943, 32748, 47283, 1211, 10632, 29538, 9122, 3794, 13063, 9122, 2304, 10632, 8608, 6027, 49401, 3714, 29245, 49401, 19446, 3615, 1863, 16254, 37893, 28820, 3660, 23032, 1829, 3555], "avg_logprob": -0.13652536833640372, "compression_ratio": 1.9664804469273742, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 371.33, "end": 372.43, "word": "تمام؟", "probability": 0.5138956705729166}, {"start": 372.43, "end": 372.93, "word": " لكن", "probability": 0.82958984375}, {"start": 372.93, "end": 373.97, "word": " المُركّبات", "probability": 0.8223470052083334}, {"start": 373.97, "end": 374.11, "word": " اللي", "probability": 0.852783203125}, {"start": 374.11, "end": 374.23, "word": " في", "probability": 0.93505859375}, {"start": 374.23, "end": 374.61, "word": " الداخل", "probability": 0.96044921875}, {"start": 374.61, "end": 375.01, "word": " يمكن", "probability": 0.939208984375}, {"start": 375.01, "end": 375.79, "word": " كسور", "probability": 0.8517252604166666}, {"start": 375.79, "end": 376.21, "word": " ويمكن", "probability": 0.7548828125}, {"start": 376.21, "end": 376.69, "word": " أعداد", "probability": 0.9611002604166666}, {"start": 376.69, "end": 377.33, "word": " سالبة", "probability": 0.9423828125}, {"start": 377.33, "end": 378.33, "word": " ويمكن", "probability": 0.900390625}, {"start": 378.33, "end": 378.99, "word": " أصفر", "probability": 0.82415771484375}, {"start": 378.99, "end": 379.47, "word": " ماعندي", "probability": 0.88623046875}, {"start": 379.47, "end": 380.09, "word": " مشكلة", "probability": 0.9876302083333334}, {"start": 380.09, "end": 380.81, "word": " يبقى", "probability": 0.9644775390625}, {"start": 380.81, "end": 381.31, "word": " الرقم", "probability": 0.9873046875}, {"start": 381.31, "end": 381.59, "word": " اللي", "probability": 0.95703125}, {"start": 381.59, "end": 381.99, "word": " فوق", "probability": 0.98876953125}, {"start": 381.99, "end": 382.45, "word": " هذا", "probability": 0.94287109375}, {"start": 382.45, "end": 382.93, "word": " إنه", "probability": 0.765869140625}, {"start": 382.93, "end": 383.43, "word": " عدد", "probability": 0.9847005208333334}, {"start": 383.43, "end": 384.09, "word": " صحيح", "probability": 0.9986572265625}, {"start": 384.09, "end": 384.59, "word": " موجب", "probability": 0.9207356770833334}, {"start": 384.59, "end": 385.59, "word": " لكن", "probability": 0.84423828125}, {"start": 385.59, "end": 386.41, "word": " الأرقام", "probability": 0.993896484375}, {"start": 386.41, "end": 387.17, "word": " الداخلية", "probability": 0.990234375}, {"start": 387.17, "end": 387.53, "word": " هذه", "probability": 0.4453125}, {"start": 387.53, "end": 388.29, "word": " كسور", "probability": 0.9822591145833334}, {"start": 388.29, "end": 388.87, "word": " كمية", "probability": 0.9773763020833334}, {"start": 388.87, "end": 389.41, "word": " سالبة", "probability": 0.9664713541666666}, {"start": 389.41, "end": 389.89, "word": " موجبة", "probability": 0.81005859375}, {"start": 389.89, "end": 390.31, "word": " ماعندي", "probability": 0.8514404296875}, {"start": 390.31, "end": 391.05, "word": " مشكلة", "probability": 0.9899088541666666}, {"start": 391.05, "end": 392.15, "word": " طيب", "probability": 0.9500325520833334}], "temperature": 1.0}, {"id": 18, "seek": 42282, "start": 393.54, "end": 422.82, "text": "هنا ملاحظة تقول اننا نكتب الـ n-dimensional vector by its component اي vector هنا بكتبه بدلالة من المركبات تبعته فمثلا هذا ال element لو قلت في هذه الستة فيها اندي vector اسمه x يبقى x يتكون من مجموعة مقربات x1 وx2 لغاية xn لو قلت في element تاني يكون y يبقى y1 وy2 لغاية yn", "tokens": [3224, 8315, 3714, 15040, 5016, 19913, 3660, 6055, 39648, 16472, 8315, 8717, 4117, 2655, 3555, 2423, 39184, 297, 12, 18759, 8062, 538, 1080, 6542, 1975, 1829, 8062, 34105, 4724, 4117, 2655, 3555, 3224, 47525, 1211, 6027, 3660, 9154, 9673, 31747, 3555, 9307, 6055, 3555, 34268, 3224, 6156, 2304, 12984, 15040, 23758, 2423, 4478, 45164, 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الـ", "probability": 0.241943359375}, {"start": 396.4, "end": 396.66, "word": " n", "probability": 0.2025146484375}, {"start": 396.66, "end": 397.26, "word": "-dimensional", "probability": 0.746337890625}, {"start": 397.26, "end": 397.86, "word": " vector", "probability": 0.84912109375}, {"start": 397.86, "end": 398.1, "word": " by", "probability": 0.374755859375}, {"start": 398.1, "end": 398.42, "word": " its", "probability": 0.83837890625}, {"start": 398.42, "end": 399.28, "word": " component", "probability": 0.8515625}, {"start": 399.28, "end": 399.84, "word": " اي", "probability": 0.5638427734375}, {"start": 399.84, "end": 400.48, "word": " vector", "probability": 0.857421875}, {"start": 400.48, "end": 400.92, "word": " هنا", "probability": 0.81640625}, {"start": 400.92, "end": 402.08, "word": " بكتبه", "probability": 0.7517578125}, {"start": 402.08, "end": 402.72, "word": " بدلالة", "probability": 0.8265380859375}, {"start": 402.72, "end": 402.9, "word": " من", "probability": 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{"start": 408.98, "end": 409.24, "word": " اندي", "probability": 0.66748046875}, {"start": 409.24, "end": 409.64, "word": " vector", "probability": 0.92236328125}, {"start": 409.64, "end": 410.36, "word": " اسمه", "probability": 0.94384765625}, {"start": 410.36, "end": 410.7, "word": " x", "probability": 0.6201171875}, {"start": 410.7, "end": 411.62, "word": " يبقى", "probability": 0.9478759765625}, {"start": 411.62, "end": 411.94, "word": " x", "probability": 0.896484375}, {"start": 411.94, "end": 412.66, "word": " يتكون", "probability": 0.8870442708333334}, {"start": 412.66, "end": 412.96, "word": " من", "probability": 0.9912109375}, {"start": 412.96, "end": 413.4, "word": " مجموعة", "probability": 0.90283203125}, {"start": 413.4, "end": 414.08, "word": " مقربات", "probability": 0.6209564208984375}, {"start": 414.08, "end": 414.56, "word": " x1", "probability": 0.712890625}, {"start": 414.56, "end": 415.44, "word": " وx2", "probability": 0.8250325520833334}, {"start": 415.44, "end": 416.08, "word": " لغاية", "probability": 0.9681396484375}, {"start": 416.08, "end": 416.76, "word": " xn", "probability": 0.94287109375}, {"start": 416.76, "end": 417.36, "word": " لو", "probability": 0.8720703125}, {"start": 417.36, "end": 417.64, "word": " قلت", "probability": 0.9729817708333334}, {"start": 417.64, "end": 417.82, "word": " في", "probability": 0.9501953125}, {"start": 417.82, "end": 418.2, "word": " element", "probability": 0.90380859375}, {"start": 418.2, "end": 418.8, "word": " تاني", "probability": 0.9444986979166666}, {"start": 418.8, "end": 419.46, "word": " يكون", "probability": 0.597412109375}, {"start": 419.46, "end": 419.92, "word": " y", "probability": 0.7265625}, {"start": 419.92, "end": 420.4, "word": " يبقى", "probability": 0.97900390625}, {"start": 420.4, "end": 420.92, "word": " y1", "probability": 0.92529296875}, {"start": 420.92, "end": 421.62, "word": " وy2", "probability": 0.9104817708333334}, {"start": 421.62, "end": 422.2, "word": " لغاية", 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{"start": 428.39, "end": 428.95, "word": " هكذا", "probability": 0.7854817708333334}, {"start": 428.95, "end": 429.79, "word": " يعني", "probability": 0.8798828125}, {"start": 429.79, "end": 430.41, "word": " كل", "probability": 0.91064453125}, {"start": 430.41, "end": 431.13, "word": " عنصر", "probability": 0.9786783854166666}, {"start": 431.13, "end": 431.29, "word": " في", "probability": 0.9033203125}, {"start": 431.29, "end": 431.69, "word": " الـ", "probability": 0.580810546875}, {"start": 431.69, "end": 432.13, "word": " RN", "probability": 0.5234375}, {"start": 432.13, "end": 433.55, "word": " يتركب", "probability": 0.9146728515625}, {"start": 433.55, "end": 433.75, "word": " أو", "probability": 0.82470703125}, {"start": 433.75, "end": 434.57, "word": " يتكون", "probability": 0.93798828125}, {"start": 434.57, "end": 434.93, "word": " من", "probability": 0.99169921875}, {"start": 434.93, "end": 435.35, "word": " N", "probability": 0.53125}, {"start": 435.35, "end": 435.89, "word": " من", "probability": 0.97802734375}, {"start": 435.89, "end": 437.73, "word": " المُركّبات", "probability": 0.848876953125}, {"start": 437.73, "end": 438.29, "word": " هذه", "probability": 0.18017578125}, {"start": 438.29, "end": 438.47, "word": " اللي", "probability": 0.859130859375}, {"start": 438.47, "end": 438.93, "word": " بنقوله", "probability": 0.8629557291666666}, {"start": 438.93, "end": 439.13, "word": " هنا", "probability": 0.9873046875}], "temperature": 1.0}, {"id": 20, "seek": 46478, "start": 439.66, "end": 464.78, "text": "الان بدي اجي للعمليات الرياضية على هذه ال vectors يعني كيف بدي اجمع ال vectors كيف بدي اضرب vector في رقم ما هو ال zero vector هذا اللي بنقصده بال operations on vectors بالعمليات على المتجهة فبعدين بقول لو كاتبت ال vector x بمركباته و ال y بمركباته", "tokens": [6027, 7649, 4724, 16254, 1975, 7435, 1829, 24976, 25957, 20292, 9307, 2423, 16572, 46958, 10632, 15844, 29538, 2423, 18875, 37495, 22653, 9122, 33911, 4724, 16254, 1975, 7435, 2304, 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"word": " موجة", "probability": 0.8141276041666666}, {"start": 468.35, "end": 468.79, "word": " بسالب", "probability": 0.6943359375}, {"start": 468.79, "end": 469.05, "word": " سفر", "probability": 0.7720540364583334}, {"start": 469.05, "end": 469.11, "word": " ما", "probability": 0.2440185546875}, {"start": 469.11, "end": 469.63, "word": " بتفريقش", "probability": 0.76513671875}, {"start": 469.63, "end": 470.01, "word": " عنها", "probability": 0.55712890625}, {"start": 470.01, "end": 471.15, "word": " ضربت", "probability": 0.9303385416666666}, {"start": 471.15, "end": 471.51, "word": " هذا", "probability": 0.8603515625}, {"start": 471.51, "end": 471.91, "word": " c", "probability": 0.5966796875}, {"start": 471.91, "end": 472.11, "word": " في", "probability": 0.95068359375}, {"start": 472.11, "end": 472.37, "word": " ال", "probability": 0.958984375}, {"start": 472.37, "end": 472.91, "word": " vector", "probability": 0.8896484375}, {"start": 472.91, "end": 473.59, "word": " يبقى", 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0.898681640625}, {"start": 480.77, "end": 481.13, "word": " أقول", "probability": 0.78515625}, {"start": 481.13, "end": 481.59, "word": " c", "probability": 0.771484375}, {"start": 481.59, "end": 482.11, "word": " x", "probability": 0.469482421875}, {"start": 482.11, "end": 482.65, "word": " يبقى", "probability": 0.9808349609375}, {"start": 482.65, "end": 482.79, "word": " ال", "probability": 0.64111328125}, {"start": 482.79, "end": 482.95, "word": " c", "probability": 0.86962890625}, {"start": 482.95, "end": 483.27, "word": " بدي", "probability": 0.669189453125}, {"start": 483.27, "end": 483.79, "word": " أضربها", "probability": 0.9371337890625}, {"start": 483.79, "end": 484.01, "word": " في", "probability": 0.978515625}, {"start": 484.01, "end": 484.43, "word": " كل", "probability": 0.98681640625}, {"start": 484.43, "end": 485.15, "word": " مركبة", "probability": 0.98876953125}, {"start": 485.15, "end": 485.35, "word": " من", "probability": 0.9892578125}, {"start": 485.35, "end": 485.73, "word": " هذه", "probability": 0.96728515625}, {"start": 485.73, "end": 486.61, "word": " المركبات", "probability": 0.9639892578125}, {"start": 486.61, "end": 486.83, "word": " زي", "probability": 0.88330078125}, {"start": 486.83, "end": 486.95, "word": " ما", "probability": 0.91259765625}, {"start": 486.95, "end": 487.53, "word": " تشايفه", "probability": 0.718701171875}], "temperature": 1.0}, {"id": 22, "seek": 50221, "start": 487.67, "end": 502.21, "text": "يبقى بيصير المركبات الجديدة للـ vector CX هي من CX1, CX2, CX3 لغاية ما أوصل إلى CXN طب العملية العكسية", "tokens": [1829, 3555, 4587, 7578, 4724, 1829, 9381, 13546, 9673, 31747, 3555, 9307, 25724, 16254, 41891, 24976, 39184, 8062, 383, 55, 39896, 9154, 383, 55, 16, 11, 383, 55, 17, 11, 383, 55, 18, 5296, 17082, 995, 10632, 19446, 34051, 36520, 30731, 383, 55, 45, 23032, 3555, 18863, 42213, 10632, 18863, 4117, 3794, 10632], "avg_logprob": -0.19806134314448745, "compression_ratio": 1.2255639097744362, "no_speech_prob": 0.0, "words": [{"start": 487.67, "end": 488.31, "word": "يبقى", "probability": 0.7789306640625}, {"start": 488.31, "end": 488.97, "word": " بيصير", "probability": 0.854736328125}, {"start": 488.97, "end": 490.37, "word": " المركبات", "probability": 0.78875732421875}, {"start": 490.37, "end": 491.05, "word": " الجديدة", "probability": 0.9869791666666666}, {"start": 491.05, "end": 491.57, "word": " للـ", "probability": 0.61279296875}, {"start": 491.57, "end": 491.85, "word": " vector", "probability": 0.73583984375}, {"start": 491.85, "end": 492.77, "word": " CX", "probability": 0.688720703125}, {"start": 492.77, "end": 493.43, "word": " هي", "probability": 0.927734375}, {"start": 493.43, "end": 493.79, "word": " من", "probability": 0.5322265625}, {"start": 493.79, "end": 494.89, "word": " CX1,", "probability": 0.85205078125}, {"start": 495.07, "end": 495.83, "word": " CX2,", "probability": 0.92919921875}, {"start": 496.01, "end": 496.75, "word": " CX3", "probability": 0.9527994791666666}, {"start": 496.75, "end": 497.13, "word": " لغاية", "probability": 0.911376953125}, {"start": 497.13, "end": 497.27, "word": " ما", "probability": 0.8828125}, {"start": 497.27, "end": 497.55, "word": " أوصل", "probability": 0.728759765625}, {"start": 497.55, "end": 497.87, "word": " إلى", "probability": 0.7392578125}, {"start": 497.87, "end": 499.93, "word": " CXN", "probability": 0.8759765625}, {"start": 499.93, "end": 500.83, "word": " طب", "probability": 0.67041015625}, {"start": 500.83, "end": 501.29, "word": " العملية", "probability": 0.9698893229166666}, {"start": 501.29, "end": 502.21, "word": " العكسية", "probability": 0.9962158203125}], "temperature": 1.0}, {"id": 23, "seek": 52196, "start": 502.7, "end": 521.96, "text": "أيش العملية العكسية؟ لو كان عندي vector مُعطَب مُركّبته واطلعته بعيني اللي جيت فيه عمل مشترك ممكن أخده برا، إذا بقدر أاخده برا ال vector يبقى هذا يعتبر constant مضروب في من؟ في ال vector، برضه هذا الكلام صحيح", "tokens": [10721, 1829, 8592, 18863, 42213, 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يعتبر", "probability": 0.904296875}, {"start": 517.0, "end": 517.56, "word": " constant", "probability": 0.470458984375}, {"start": 517.56, "end": 518.12, "word": " مضروب", "probability": 0.90576171875}, {"start": 518.12, "end": 518.28, "word": " في", "probability": 0.9814453125}, {"start": 518.28, "end": 519.06, "word": " من؟", "probability": 0.62646484375}, {"start": 519.06, "end": 519.26, "word": " في", "probability": 0.8974609375}, {"start": 519.26, "end": 519.56, "word": " ال", "probability": 0.962890625}, {"start": 519.56, "end": 520.16, "word": " vector،", "probability": 0.8505859375}, {"start": 520.16, "end": 520.5, "word": " برضه", "probability": 0.94140625}, {"start": 520.5, "end": 520.74, "word": " هذا", "probability": 0.98388671875}, {"start": 520.74, "end": 521.42, "word": " الكلام", "probability": 0.9474283854166666}, {"start": 521.42, "end": 521.96, "word": " صحيح", "probability": 0.99365234375}], "temperature": 1.0}, {"id": 24, "seek": 53995, "start": 523.19, "end": 539.95, "text": "الامر الثاني لو بدى اجمع two vectors مع بعض x زائد y الجمع component wise ايش المقصود بال component wise يعني كل مركبة جاها مع نظيرتها وماليش ده بالتانية يعني", "tokens": [6027, 10943, 2288, 6024, 104, 7649, 1829, 45164, 47525, 7578, 1975, 7435, 2304, 3615, 732, 18875, 20449, 45030, 11242, 2031, 30767, 16373, 3215, 288, 25724, 2304, 3615, 6542, 10829, 1975, 1829, 8592, 9673, 4587, 9381, 23328, 20666, 6542, 10829, 37495, 22653, 28242, 3714, 31747, 49401, 10874, 995, 11296, 20449, 8717, 19913, 13546, 2655, 11296, 4032, 2304, 6027, 1829, 8592, 11778, 3224, 20666, 2655, 7649, 10632, 37495, 22653], "avg_logprob": -0.19669117384097157, "compression_ratio": 1.537037037037037, "no_speech_prob": 0.0, "words": [{"start": 523.19, "end": 523.75, "word": "الامر", "probability": 0.6663411458333334}, {"start": 523.75, "end": 524.29, "word": " الثاني", "probability": 0.962646484375}, {"start": 524.29, "end": 524.87, "word": " لو", "probability": 0.427734375}, {"start": 524.87, "end": 525.19, "word": " بدى", "probability": 0.5504150390625}, {"start": 525.19, "end": 525.67, "word": " اجمع", "probability": 0.9111328125}, {"start": 525.67, "end": 526.05, "word": " two", "probability": 0.8212890625}, {"start": 526.05, "end": 526.65, "word": " vectors", "probability": 0.96826171875}, {"start": 526.65, "end": 526.89, "word": " مع", "probability": 0.9873046875}, {"start": 526.89, "end": 527.23, "word": " بعض", "probability": 0.997314453125}, {"start": 527.23, "end": 527.59, "word": " x", "probability": 0.50830078125}, {"start": 527.59, "end": 528.07, "word": " زائد", "probability": 0.7412923177083334}, {"start": 528.07, "end": 528.31, "word": " y", "probability": 0.9130859375}, {"start": 528.31, "end": 528.97, "word": " الجمع", "probability": 0.7377115885416666}, {"start": 528.97, "end": 530.19, "word": " component", "probability": 0.8818359375}, {"start": 530.19, "end": 530.91, "word": " wise", "probability": 0.58349609375}, {"start": 530.91, "end": 531.63, "word": " ايش", "probability": 0.7491861979166666}, {"start": 531.63, "end": 532.19, "word": " المقصود", "probability": 0.983154296875}, {"start": 532.19, "end": 532.35, "word": " بال", "probability": 0.92236328125}, {"start": 532.35, "end": 532.91, "word": " component", "probability": 0.94970703125}, {"start": 532.91, "end": 533.39, "word": " wise", "probability": 0.9306640625}, {"start": 533.39, "end": 533.73, "word": " يعني", "probability": 0.814208984375}, {"start": 533.73, "end": 534.27, "word": " كل", "probability": 0.86181640625}, {"start": 534.27, "end": 535.07, "word": " مركبة", "probability": 0.9005533854166666}, {"start": 535.07, "end": 535.71, "word": " جاها", "probability": 0.8795572916666666}, {"start": 535.71, "end": 536.07, "word": " مع", "probability": 0.9873046875}, {"start": 536.07, "end": 537.73, "word": " نظيرتها", "probability": 0.9654296875}, {"start": 537.73, "end": 538.63, "word": " وماليش", "probability": 0.73427734375}, {"start": 538.63, "end": 538.87, "word": " ده", 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541.02, "word": "لما", "probability": 0.5584716796875}, {"start": 541.02, "end": 541.34, "word": " يكون", "probability": 0.893310546875}, {"start": 541.34, "end": 541.78, "word": " عندي", "probability": 0.6114501953125}, {"start": 541.78, "end": 542.12, "word": " two", "probability": 0.6513671875}, {"start": 542.12, "end": 542.86, "word": " vectors", "probability": 0.96923828125}, {"start": 542.86, "end": 543.28, "word": " هاي", "probability": 0.43505859375}, {"start": 543.28, "end": 543.68, "word": " عنا", "probability": 0.666748046875}, {"start": 543.68, "end": 544.14, "word": " X", "probability": 0.67333984375}, {"start": 544.14, "end": 544.92, "word": " وهذا", "probability": 0.7177734375}, {"start": 544.92, "end": 545.16, "word": " Y", "probability": 0.96484375}, {"start": 545.16, "end": 545.52, "word": " وبدي", "probability": 0.55548095703125}, {"start": 545.52, "end": 546.14, "word": " أجمعهم", "probability": 0.93828125}, {"start": 546.14, "end": 546.88, "word": " يبقى", "probability": 0.929931640625}, {"start": 546.88, "end": 547.46, "word": " المركبة", "probability": 0.8763020833333334}, {"start": 547.46, "end": 547.88, "word": " الأولى", "probability": 0.9856770833333334}, {"start": 547.88, "end": 548.04, "word": " مع", "probability": 0.9853515625}, {"start": 548.04, "end": 548.72, "word": " المركبة", "probability": 0.9923502604166666}, {"start": 548.72, "end": 549.24, "word": " الأولى", "probability": 0.9959309895833334}, {"start": 549.24, "end": 550.66, "word": " وتمثل", "probability": 0.91845703125}, {"start": 550.66, "end": 551.84, "word": " المركبة", "probability": 0.9881184895833334}, {"start": 551.84, "end": 552.74, "word": " الأولى", "probability": 0.9959309895833334}, {"start": 552.74, "end": 553.1, "word": " في", "probability": 0.89453125}, {"start": 553.1, "end": 553.26, "word": " ال", "probability": 0.9697265625}, {"start": 553.26, "end": 553.68, "word": " vector", "probability": 0.8955078125}, {"start": 553.68, "end": 554.32, "word": " الناتج", "probability": 0.7864990234375}, {"start": 554.32, "end": 554.56, "word": " من", "probability": 0.990234375}, {"start": 554.56, "end": 555.32, "word": " عملية", "probability": 0.9853515625}, {"start": 555.32, "end": 556.08, "word": " الجامعة", "probability": 0.7877604166666666}], "temperature": 1.0}, {"id": 26, "seek": 57329, "start": 556.28, "end": 573.3, "text": "إذا لما أقول X زائد Y يبقى X1 زائد Y1 المركبة الثانية X2 زائد Y2 المركبة الثانية من المتجه الأول زائد المركبة الثانية من المتجه التاني بتكون المركبة التانية في المتجه الجديد", "tokens": [28814, 15730, 5296, 15042, 5551, 39648, 1783, 30767, 16373, 3215, 398, 7251, 3555, 4587, 7578, 1783, 16, 30767, 16373, 3215, 398, 16, 9673, 31747, 49401, 6024, 104, 7649, 10632, 1783, 17, 30767, 16373, 3215, 398, 17, 9673, 31747, 49401, 6024, 104, 7649, 10632, 9154, 9673, 2655, 7435, 3224, 16247, 12610, 30767, 16373, 3215, 9673, 31747, 49401, 6024, 104, 7649, 10632, 9154, 9673, 2655, 7435, 3224, 16712, 7649, 1829, 39894, 30544, 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0.99072265625}, {"start": 560.42, "end": 561.52, "word": " المركبة", "probability": 0.81201171875}, {"start": 561.52, "end": 562.1, "word": " الثانية", "probability": 0.9276123046875}, {"start": 562.1, "end": 563.46, "word": " X2", "probability": 0.9140625}, {"start": 563.46, "end": 564.26, "word": " زائد", "probability": 0.9736328125}, {"start": 564.26, "end": 564.7, "word": " Y2", "probability": 0.9912109375}, {"start": 564.7, "end": 565.36, "word": " المركبة", "probability": 0.9830729166666666}, {"start": 565.36, "end": 565.82, "word": " الثانية", "probability": 0.9390869140625}, {"start": 565.82, "end": 566.02, "word": " من", "probability": 0.978515625}, {"start": 566.02, "end": 566.72, "word": " المتجه", "probability": 0.9609375}, {"start": 566.72, "end": 567.16, "word": " الأول", "probability": 0.992919921875}, {"start": 567.16, "end": 567.48, "word": " زائد", "probability": 0.9736328125}, {"start": 567.48, "end": 568.02, "word": " المركبة", "probability": 0.9912109375}, {"start": 568.02, "end": 568.34, "word": " الثانية", "probability": 0.915771484375}, {"start": 568.34, "end": 568.48, "word": " من", "probability": 0.98388671875}, {"start": 568.48, "end": 569.14, "word": " المتجه", "probability": 0.995849609375}, {"start": 569.14, "end": 569.72, "word": " التاني", "probability": 0.9153645833333334}, {"start": 569.72, "end": 570.56, "word": " بتكون", "probability": 0.7607421875}, {"start": 570.56, "end": 571.22, "word": " المركبة", "probability": 0.9886067708333334}, {"start": 571.22, "end": 571.54, "word": " التانية", "probability": 0.8758138020833334}, {"start": 571.54, "end": 571.68, "word": " في", "probability": 0.974609375}, {"start": 571.68, "end": 572.38, "word": " المتجه", "probability": 0.9951171875}, {"start": 572.38, "end": 573.3, "word": " الجديد", "probability": 0.9866536458333334}], "temperature": 1.0}, {"id": 27, "seek": 59203, "start": 573.53, "end": 592.03, "text": "يبقى X2 زي Y2 وهكذا بستمر لغاية موصل لآخر مركبة XN زي YN يبقى يا بناتي إذا عندي constant بضربه في جميع المركبات إذا عندي مجموعة vectors بجمع component Y", "tokens": [1829, 3555, 4587, 7578, 1783, 17, 30767, 1829, 398, 17, 37037, 4117, 15730, 4724, 14851, 29973, 5296, 17082, 995, 10632, 3714, 2407, 36520, 5296, 148, 95, 34740, 3714, 31747, 49401, 1783, 45, 30767, 1829, 398, 45, 7251, 3555, 4587, 7578, 35186, 4724, 8315, 31371, 11933, 15730, 18871, 16254, 5754, 4724, 11242, 25513, 3224, 8978, 10874, 2304, 40228, 9673, 31747, 3555, 9307, 11933, 15730, 18871, 16254, 3714, 7435, 2304, 2407, 27884, 18875, 4724, 7435, 2304, 3615, 6542, 398], "avg_logprob": -0.24158653292136315, "compression_ratio": 1.4319526627218935, "no_speech_prob": 0.0, "words": [{"start": 573.53, "end": 574.23, "word": "يبقى", "probability": 0.8079833984375}, {"start": 574.23, "end": 574.81, "word": " X2", "probability": 0.5946044921875}, {"start": 574.81, "end": 575.13, "word": " زي", "probability": 0.4560546875}, {"start": 575.13, "end": 575.53, "word": " Y2", "probability": 0.659423828125}, {"start": 575.53, "end": 576.17, "word": " وهكذا", "probability": 0.7965494791666666}, {"start": 576.17, "end": 576.79, "word": " بستمر", "probability": 0.8076171875}, {"start": 576.79, "end": 577.15, "word": " لغاية", "probability": 0.9857177734375}, {"start": 577.15, "end": 577.61, "word": " موصل", "probability": 0.7249348958333334}, {"start": 577.61, "end": 578.15, "word": " لآخر", "probability": 0.82073974609375}, {"start": 578.15, "end": 578.83, "word": " مركبة", "probability": 0.85302734375}, {"start": 578.83, "end": 579.91, "word": " XN", "probability": 0.692626953125}, {"start": 579.91, "end": 580.31, "word": " زي", "probability": 0.831298828125}, {"start": 580.31, "end": 581.27, "word": " YN", "probability": 0.917724609375}, {"start": 581.27, "end": 582.05, "word": " يبقى", "probability": 0.9722900390625}, {"start": 582.05, "end": 582.23, "word": " يا", "probability": 0.25830078125}, {"start": 582.23, "end": 582.61, "word": " بناتي", "probability": 0.7770182291666666}, {"start": 582.61, "end": 583.63, "word": " إذا", "probability": 0.6763916015625}, {"start": 583.63, "end": 584.01, "word": " عندي", "probability": 0.8359375}, {"start": 584.01, "end": 584.55, "word": " constant", "probability": 0.76904296875}, {"start": 584.55, "end": 585.31, "word": " بضربه", "probability": 0.866455078125}, {"start": 585.31, "end": 585.45, "word": " في", "probability": 0.9541015625}, {"start": 585.45, "end": 585.89, "word": " جميع", "probability": 0.99267578125}, {"start": 585.89, "end": 586.91, "word": " المركبات", "probability": 0.9447021484375}, {"start": 586.91, "end": 587.53, "word": " إذا", "probability": 0.917724609375}, {"start": 587.53, "end": 587.87, "word": " عندي", "probability": 0.95947265625}, {"start": 587.87, "end": 588.49, "word": " مجموعة", "probability": 0.9111328125}, {"start": 588.49, "end": 589.03, "word": " vectors", "probability": 0.59521484375}, {"start": 589.03, "end": 590.21, "word": " بجمع", "probability": 0.953125}, {"start": 590.21, "end": 591.35, "word": " component", "probability": 0.5986328125}, {"start": 591.35, "end": 592.03, "word": " Y", "probability": 0.495849609375}], "temperature": 1.0}, {"id": 28, "seek": 61723, "start": 593.61, "end": 617.23, "text": "طيب يعني لو جيت تخيل قولنا لابنت هاد يقوم من أكانك بيصير هذا بدي أعتبره vector مركب من تلت عناصر vector من تلت عناصر بدي أجمع .. بجمع الأول هنا مع الأول هناك اللي في النص هنا مع النص اللي في الطرف مع الطرف و هكذا تمام يبقى الجمع في هذه ال vector هو component wise طب لو عندي zero vector", "tokens": [9566, 1829, 3555, 37495, 22653, 45164, 10874, 36081, 6055, 9778, 26895, 12174, 12610, 8315, 5296, 16758, 29399, 8032, 18513, 7251, 4587, 20498, 9154, 5551, 41361, 4117, 4724, 1829, 9381, 13546, 23758, 4724, 16254, 5551, 34268, 26890, 3224, 8062, 3714, 31747, 3555, 9154, 6055, 1211, 2655, 18871, 33546, 2288, 8062, 9154, 6055, 1211, 2655, 18871, 33546, 2288, 4724, 16254, 5551, 7435, 2304, 3615, 4386, 4724, 7435, 2304, 3615, 16247, 12610, 34105, 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نقطة في مستوى و عندى نقطة في الفراغ بقدر اجمع التنتين هذه لها مركبتين و هذه لها تلت مركبتين بقدرش اجمعهم بقدر اجمع هذه مع هذه و هذه مع هذه و هذه مع مين؟", "tokens": [3555, 2304, 3615, 1863, 7578, 1975, 34740, 1975, 8315, 43242, 7578, 8717, 47432, 3660, 8978, 3714, 14851, 2407, 7578, 4032, 43242, 7578, 8717, 47432, 3660, 8978, 27188, 2288, 5718, 118, 4724, 28543, 2288, 1975, 7435, 2304, 3615, 16712, 29399, 9957, 29538, 5296, 11296, 3714, 31747, 3555, 2655, 9957, 4032, 29538, 5296, 11296, 6055, 1211, 2655, 3714, 31747, 3555, 2655, 9957, 4724, 28543, 2288, 8592, 1975, 7435, 2304, 3615, 16095, 4724, 28543, 2288, 1975, 7435, 2304, 3615, 29538, 20449, 29538, 4032, 29538, 20449, 29538, 4032, 29538, 20449, 3714, 9957, 22807], "avg_logprob": -0.22013889534605874, "compression_ratio": 2.259259259259259, "no_speech_prob": 0.0, "words": [{"start": 728.91, "end": 729.53, "word": "بمعنى", "probability": 0.9109375}, {"start": 729.53, "end": 729.91, "word": " اخر", "probability": 0.5869140625}, 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يبقى للمعنى هنا في هاتفها does not exist يبقى انا بقدر اجمع two vectors اللي هما نفس العدد من ال components غير هيك بقدرش تمام طيب نيجي الان لل remark اللي عندنا هذه قبل مفوت لل remark حد بتسأل اي سؤال في الكلام اللي تحدثنا به قبل قليل اه مين بتحب تسأل؟", "tokens": [15042, 41185, 8592, 3714, 41361, 7251, 3555, 4587, 7578, 5296, 19528, 3615, 1863, 7578, 34105, 8978, 8032, 9307, 5172, 11296, 775, 406, 2514, 7251, 3555, 4587, 7578, 1975, 8315, 4724, 28543, 2288, 1975, 7435, 2304, 3615, 732, 18875, 13672, 1829, 8032, 15042, 8717, 36178, 18863, 3215, 3215, 9154, 2423, 6677, 32771, 13546, 39896, 4117, 4724, 28543, 2288, 8592, 46811, 10943, 23032, 1829, 3555, 8717, 1829, 7435, 1829, 2423, 7649, 24976, 7942, 13672, 1829, 43242, 8315, 29538, 12174, 36150, 3714, 5172, 35473, 24976, 7942, 11331, 3215, 39894, 3794, 10721, 1211, 1975, 1829, 8608, 33604, 6027, 8978, 2423, 28820, 10943, 13672, 1829, 6055, 24401, 12984, 8315, 39627, 12174, 36150, 12174, 20292, 1211, 1975, 3224, 3714, 9957, 39894, 5016, 3555, 6055, 3794, 10721, 1211, 22807], "avg_logprob": -0.2715955187634724, "compression_ratio": 1.7379032258064515, "no_speech_prob": 0.0, "words": [{"start": 745.82, "end": 746.32, "word": "مافيش", "probability": 0.7138671875}, {"start": 746.32, "end": 746.68, "word": " مكان", "probability": 0.521484375}, {"start": 746.68, "end": 746.92, "word": " يبقى", "probability": 0.8524169921875}, {"start": 746.92, "end": 747.3, "word": " للمعنى", "probability": 0.5221435546875}, {"start": 747.3, "end": 747.5, "word": " هنا", "probability": 0.8662109375}, {"start": 747.5, "end": 747.64, "word": " في", "probability": 0.69873046875}, {"start": 747.64, "end": 747.98, "word": " هاتفها", "probability": 0.546630859375}, {"start": 747.98, "end": 748.34, "word": " does", "probability": 0.116455078125}, {"start": 748.34, "end": 749.18, "word": " not", "probability": 0.9599609375}, {"start": 749.18, "end": 750.0, "word": " exist", "probability": 0.97607421875}, {"start": 750.0, "end": 751.0, "word": " يبقى", "probability": 0.959228515625}, {"start": 751.0, "end": 751.2, "word": " انا", "probability": 0.694580078125}, {"start": 751.2, "end": 751.58, "word": " بقدر", "probability": 0.9539388020833334}, {"start": 751.58, "end": 751.9, "word": " اجمع", "probability": 0.8955078125}, {"start": 751.9, "end": 752.28, "word": " two", "probability": 0.8466796875}, {"start": 752.28, "end": 752.84, "word": " vectors", "probability": 0.96875}, {"start": 752.84, "end": 753.04, "word": " اللي", "probability": 0.932861328125}, {"start": 753.04, "end": 753.32, "word": " هما", "probability": 0.703369140625}, {"start": 753.32, "end": 754.24, "word": " نفس", "probability": 0.987548828125}, {"start": 754.24, "end": 755.68, "word": " العدد", "probability": 0.908203125}, {"start": 755.68, "end": 755.98, "word": " من", "probability": 0.98876953125}, {"start": 755.98, "end": 756.24, "word": " ال", "probability": 0.9443359375}, {"start": 756.24, "end": 757.0, "word": " components", "probability": 0.91748046875}, {"start": 757.0, "end": 757.54, "word": " غير", "probability": 0.89892578125}, {"start": 757.54, "end": 758.12, "word": " هيك", "probability": 0.82763671875}, {"start": 758.12, "end": 758.94, "word": " بقدرش", "probability": 0.83392333984375}, {"start": 758.94, "end": 759.98, "word": " تمام", "probability": 0.6519775390625}, {"start": 759.98, "end": 761.38, "word": " طيب", "probability": 0.8343098958333334}, {"start": 761.38, "end": 762.1, "word": " نيجي", "probability": 0.833984375}, {"start": 762.1, "end": 762.6, "word": " الان", "probability": 0.6881103515625}, {"start": 762.6, "end": 763.46, "word": " لل", "probability": 0.4375}, {"start": 763.46, "end": 764.2, "word": " remark", "probability": 0.79931640625}, {"start": 764.2, "end": 764.54, "word": " اللي", "probability": 0.93408203125}, {"start": 764.54, "end": 764.92, "word": " عندنا", "probability": 0.828369140625}, {"start": 764.92, "end": 765.2, "word": " هذه", "probability": 0.393310546875}, {"start": 765.2, "end": 765.96, "word": " قبل", "probability": 0.92236328125}, {"start": 765.96, "end": 766.34, "word": " مفوت", "probability": 0.5938313802083334}, {"start": 766.34, "end": 766.48, "word": " لل", "probability": 0.25146484375}, {"start": 766.48, "end": 766.84, "word": " remark", "probability": 0.96826171875}, {"start": 766.84, "end": 767.22, "word": " حد", "probability": 0.69384765625}, {"start": 767.22, "end": 767.84, "word": " بتسأل", "probability": 0.895263671875}, {"start": 767.84, "end": 768.22, "word": " اي", "probability": 0.7392578125}, {"start": 768.22, "end": 768.74, "word": " سؤال", "probability": 0.99609375}, {"start": 768.74, "end": 768.88, "word": " في", "probability": 0.861328125}, {"start": 768.88, "end": 769.28, "word": " الكلام", "probability": 0.9075520833333334}, {"start": 769.28, "end": 769.54, "word": " اللي", "probability": 0.697509765625}, {"start": 769.54, "end": 770.24, "word": " تحدثنا", "probability": 0.95947265625}, {"start": 770.24, "end": 770.5, "word": " به", "probability": 0.77880859375}, {"start": 770.5, "end": 770.94, "word": " قبل", "probability": 0.997314453125}, {"start": 770.94, "end": 772.84, "word": " قليل", "probability": 0.9949544270833334}, {"start": 772.84, "end": 773.7, "word": " اه", "probability": 0.760986328125}, {"start": 773.7, "end": 773.9, "word": " مين", "probability": 0.56494140625}, {"start": 773.9, "end": 774.16, "word": " بتحب", "probability": 0.9674479166666666}, {"start": 774.16, "end": 774.8, "word": " تسأل؟", "probability": 0.93037109375}], "temperature": 1.0}, {"id": 36, "seek": 78061, "start": 776.27, "end": 780.61, "text": "مفهوم يعني واضح؟ ننتقل إلى الـ Remark", "tokens": [2304, 5172, 3224, 20498, 37495, 22653, 4032, 46958, 5016, 22807, 8717, 29399, 4587, 1211, 30731, 2423, 39184, 4080, 809], "avg_logprob": -0.25019530653953553, "compression_ratio": 0.8732394366197183, "no_speech_prob": 0.0, "words": [{"start": 776.27, "end": 776.81, "word": "مفهوم", "probability": 0.9014892578125}, {"start": 776.81, "end": 777.01, "word": " يعني", "probability": 0.924560546875}, {"start": 777.01, "end": 778.39, "word": " واضح؟", "probability": 0.843505859375}, {"start": 778.39, "end": 779.39, "word": " ننتقل", "probability": 0.8634033203125}, {"start": 779.39, "end": 779.83, "word": " إلى", "probability": 0.60400390625}, {"start": 779.83, "end": 780.29, "word": " الـ", "probability": 0.89111328125}, {"start": 780.29, "end": 780.61, "word": " Remark", "probability": 0.57861328125}], "temperature": 1.0}, {"id": 37, "seek": 80825, "start": 781.11, "end": 808.25, "text": "بقول الـ N dimensional raw vector أو الكون vector يبقى أنا عندي متجه صفي أو متجه عمودي عدد العناصر في كل واحد منهم يساوي M هذا بقدر اكتبه على شكل components ماله can be represented as N tuple يعني بقدر اكتبه على شكل tuple اللي هو vector بمركبات", "tokens": [3555, 39648, 2423, 39184, 426, 18795, 8936, 8062, 34051, 2423, 30544, 8062, 7251, 3555, 4587, 7578, 41850, 18871, 16254, 44650, 7435, 3224, 20328, 5172, 1829, 34051, 44650, 7435, 3224, 6225, 2304, 2407, 16254, 6225, 3215, 3215, 18863, 1863, 33546, 2288, 8978, 28242, 36764, 24401, 9154, 16095, 7251, 3794, 995, 45865, 376, 23758, 4724, 28543, 2288, 1975, 4117, 2655, 3555, 3224, 15844, 13412, 28820, 6677, 3714, 6027, 3224, 393, 312, 10379, 382, 426, 2604, 781, 37495, 22653, 4724, 28543, 2288, 1975, 4117, 2655, 3555, 3224, 15844, 13412, 28820, 2604, 781, 13672, 1829, 31439, 8062, 4724, 29973, 4117, 3555, 9307], "avg_logprob": -0.14662246752266933, "compression_ratio": 1.6502242152466369, "no_speech_prob": 0.0, "words": [{"start": 781.11, "end": 781.63, "word": "بقول", "probability": 0.71337890625}, {"start": 781.63, "end": 781.93, "word": " الـ", "probability": 0.726318359375}, {"start": 781.93, "end": 782.07, "word": " N", "probability": 0.51708984375}, {"start": 782.07, "end": 783.05, "word": " dimensional", "probability": 0.50048828125}, {"start": 783.05, "end": 783.67, "word": " raw", "probability": 0.349365234375}, {"start": 783.67, "end": 784.31, "word": " vector", "probability": 0.9736328125}, {"start": 784.31, "end": 784.67, "word": " أو", "probability": 0.609375}, {"start": 784.67, "end": 785.31, "word": " الكون", "probability": 0.6856689453125}, {"start": 785.31, "end": 785.97, "word": " vector", "probability": 0.68310546875}, {"start": 785.97, "end": 786.87, "word": " يبقى", "probability": 0.96484375}, {"start": 786.87, "end": 787.15, "word": " أنا", "probability": 0.6806640625}, {"start": 787.15, "end": 787.57, "word": " عندي", "probability": 0.745361328125}, {"start": 787.57, "end": 788.19, "word": " متجه", "probability": 0.9680989583333334}, {"start": 788.19, "end": 788.81, "word": " صفي", "probability": 0.8206380208333334}, {"start": 788.81, "end": 789.07, "word": " أو", "probability": 0.7451171875}, {"start": 789.07, "end": 789.79, "word": " متجه", "probability": 0.9951171875}, {"start": 789.79, "end": 790.31, "word": " عمودي", "probability": 0.98388671875}, {"start": 790.31, "end": 790.81, "word": " عدد", "probability": 0.9373372395833334}, {"start": 790.81, "end": 791.39, "word": " العناصر", "probability": 0.97509765625}, {"start": 791.39, "end": 791.61, "word": " في", "probability": 0.96630859375}, {"start": 791.61, "end": 791.95, "word": " كل", "probability": 0.9775390625}, {"start": 791.95, "end": 792.33, "word": " واحد", "probability": 0.99609375}, {"start": 792.33, "end": 792.73, "word": " منهم", "probability": 0.98779296875}, {"start": 792.73, "end": 793.67, "word": " يساوي", "probability": 0.9632568359375}, {"start": 793.67, "end": 794.15, "word": " M", "probability": 0.84521484375}, {"start": 794.15, "end": 795.17, "word": " هذا", "probability": 0.92529296875}, {"start": 795.17, "end": 795.69, "word": " بقدر", "probability": 0.982421875}, {"start": 795.69, "end": 796.53, "word": " اكتبه", "probability": 0.9072265625}, {"start": 796.53, "end": 797.05, "word": " على", "probability": 0.9091796875}, {"start": 797.05, "end": 797.67, "word": " شكل", "probability": 0.97705078125}, {"start": 797.67, "end": 798.83, "word": " components", "probability": 0.66943359375}, {"start": 798.83, "end": 799.41, "word": " ماله", "probability": 0.8180338541666666}, {"start": 799.41, "end": 800.05, "word": " can", "probability": 0.6396484375}, {"start": 800.05, "end": 800.31, "word": " be", "probability": 0.921875}, {"start": 800.31, "end": 800.97, "word": " represented", "probability": 0.78515625}, {"start": 800.97, "end": 801.51, "word": " as", "probability": 0.92724609375}, {"start": 801.51, "end": 801.89, "word": " N", "probability": 0.4443359375}, {"start": 801.89, "end": 802.73, "word": " tuple", "probability": 0.723388671875}, {"start": 802.73, "end": 803.41, "word": " يعني", "probability": 0.94482421875}, {"start": 803.41, "end": 803.91, "word": " بقدر", "probability": 0.99365234375}, {"start": 803.91, "end": 804.49, "word": " اكتبه", "probability": 0.98857421875}, {"start": 804.49, "end": 804.67, "word": " على", "probability": 0.90380859375}, {"start": 804.67, "end": 805.11, "word": " شكل", "probability": 0.963623046875}, {"start": 805.11, "end": 805.85, "word": " tuple", "probability": 0.8544921875}, {"start": 805.85, "end": 806.47, "word": " اللي", "probability": 0.947021484375}, {"start": 806.47, "end": 806.61, "word": " هو", "probability": 0.9716796875}, {"start": 806.61, "end": 806.93, "word": " vector", "probability": 0.91455078125}, {"start": 806.93, "end": 808.25, "word": " بمركبات", "probability": 0.862548828125}], "temperature": 1.0}, {"id": 38, "seek": 83026, "start": 808.28, "end": 830.26, "text": "and vice versa و العكس بالعكس يعني لو عندي vector مكتوب على شكل الكمبوتر بقدر أكتبه متجه عمودي و بقدر أكتبه متجه صفي سواء كان هذا ولا هذا الأثنين أخرى فمثلا لو جاتي قولتلي في عندي الو X واحد X اتنين X اتنين ايش اسم هذا يا بنات؟", "tokens": [474, 11964, 25650, 4032, 18863, 4117, 3794, 20666, 3615, 4117, 3794, 37495, 22653, 45164, 18871, 16254, 8062, 3714, 4117, 2655, 37746, 15844, 13412, 28820, 2423, 24793, 3555, 35473, 2288, 4724, 28543, 2288, 5551, 4117, 2655, 3555, 3224, 44650, 7435, 3224, 6225, 2304, 2407, 16254, 4032, 4724, 28543, 2288, 5551, 4117, 2655, 3555, 3224, 44650, 7435, 3224, 20328, 5172, 1829, 8608, 2407, 16606, 25961, 23758, 49429, 23758, 16247, 12984, 1863, 9957, 5551, 34740, 7578, 6156, 2304, 12984, 15040, 45164, 10874, 9307, 1829, 12174, 12610, 2655, 20292, 8978, 18871, 16254, 2423, 2407, 1783, 36764, 24401, 1783, 1975, 2655, 1863, 9957, 1783, 1975, 2655, 1863, 9957, 1975, 1829, 8592, 24525, 2304, 23758, 35186, 4724, 8315, 2655, 22807], "avg_logprob": -0.27961956210758376, "compression_ratio": 1.7953488372093023, "no_speech_prob": 0.0, "words": [{"start": 808.28, "end": 808.54, "word": "and", "probability": 0.2408447265625}, {"start": 808.54, "end": 808.9, "word": " vice", "probability": 0.09295654296875}, {"start": 808.9, "end": 809.38, "word": " versa", "probability": 0.8251953125}, {"start": 809.38, "end": 809.64, "word": " و", "probability": 0.44140625}, {"start": 809.64, "end": 810.2, "word": " العكس", 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0.8311767578125}, {"start": 822.9, "end": 823.28, "word": " أخرى", "probability": 0.5419108072916666}, {"start": 823.28, "end": 823.8, "word": " فمثلا", "probability": 0.9263916015625}, {"start": 823.8, "end": 824.7, "word": " لو", "probability": 0.88671875}, {"start": 824.7, "end": 825.0, "word": " جاتي", "probability": 0.6495768229166666}, {"start": 825.0, "end": 825.32, "word": " قولتلي", "probability": 0.66497802734375}, {"start": 825.32, "end": 825.46, "word": " في", "probability": 0.9267578125}, {"start": 825.46, "end": 826.94, "word": " عندي", "probability": 0.972412109375}, {"start": 826.94, "end": 827.3, "word": " الو", "probability": 0.4793701171875}, {"start": 827.3, "end": 827.5, "word": " X", "probability": 0.72119140625}, {"start": 827.5, "end": 827.88, "word": " واحد", "probability": 0.837890625}, {"start": 827.88, "end": 828.14, "word": " X", "probability": 0.85107421875}, {"start": 828.14, "end": 828.58, "word": " اتنين", "probability": 0.804443359375}, {"start": 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"word": " هذه", "probability": 0.8544921875}, {"start": 893.46, "end": 893.96, "word": " المحاضرة", "probability": 0.977783203125}, {"start": 893.96, "end": 894.12, "word": " وفي", "probability": 0.673583984375}, {"start": 894.12, "end": 894.78, "word": " المحاضرة", "probability": 0.9915771484375}, {"start": 894.78, "end": 895.58, "word": " الماضية", "probability": 0.9798177083333334}], "temperature": 1.0}, {"id": 42, "seek": 91727, "start": 897.01, "end": 917.27, "text": "بقول افترض انه عندك مصرفين بالشكل اللي عندك هذا المطلوب الأول بدي جمع a زائد b بعد هيك بدي اتنين a ناقص ثلاثة بيه المرة اللي فاتت قلنا مشان اجمع two matrices لازم يكون اتنين من نفس ال size", "tokens": [3555, 39648, 1975, 5172, 2655, 43042, 16472, 3224, 43242, 4117, 3714, 9381, 28480, 9957, 20666, 8592, 28820, 13672, 1829, 43242, 4117, 23758, 9673, 9566, 1211, 37746, 16247, 12610, 4724, 16254, 10874, 2304, 3615, 257, 30767, 16373, 3215, 272, 39182, 39896, 4117, 4724, 16254, 1975, 2655, 1863, 9957, 257, 8717, 995, 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0.9468994140625}, {"start": 907.19, "end": 907.53, "word": " a", "probability": 0.89892578125}, {"start": 907.53, "end": 908.29, "word": " ناقص", "probability": 0.9769287109375}, {"start": 908.29, "end": 908.97, "word": " ثلاثة", "probability": 0.946484375}, {"start": 908.97, "end": 909.15, "word": " بيه", "probability": 0.6602376302083334}, {"start": 909.15, "end": 909.45, "word": " المرة", "probability": 0.841552734375}, {"start": 909.45, "end": 909.65, "word": " اللي", "probability": 0.942138671875}, {"start": 909.65, "end": 910.25, "word": " فاتت", "probability": 0.9928385416666666}, {"start": 910.25, "end": 911.03, "word": " قلنا", "probability": 0.665283203125}, {"start": 911.03, "end": 911.45, "word": " مشان", "probability": 0.7373046875}, {"start": 911.45, "end": 912.69, "word": " اجمع", "probability": 0.869140625}, {"start": 912.69, "end": 913.21, "word": " two", "probability": 0.904296875}, {"start": 913.21, "end": 914.09, "word": " matrices", "probability": 0.9423828125}, {"start": 914.09, "end": 914.89, "word": " لازم", "probability": 0.974609375}, {"start": 914.89, "end": 915.15, "word": " يكون", "probability": 0.964599609375}, {"start": 915.15, "end": 915.61, "word": " اتنين", "probability": 0.8720703125}, {"start": 915.61, "end": 915.89, "word": " من", "probability": 0.9921875}, {"start": 915.89, "end": 916.25, "word": " نفس", "probability": 0.997314453125}, {"start": 916.25, "end": 916.55, "word": " ال", "probability": 0.9130859375}, {"start": 916.55, "end": 917.27, "word": " size", "probability": 0.91650390625}], "temperature": 1.0}, {"id": 43, "seek": 93347, "start": 917.95, "end": 933.47, "text": "تمام هذه واحدة الثانية بدأ تطلع مصفوفة من نفس ال site تبقى المصفوفتين لاتنين السابقتين تمام إذا بدنا نروح نطبق هذا الكلام على أرض الواقع", "tokens": [39237, 10943, 29538, 36764, 24401, 3660, 6024, 104, 7649, 10632, 47525, 10721, 6055, 9566, 1211, 3615, 3714, 9381, 5172, 38688, 3660, 9154, 8717, 36178, 2423, 3621, 6055, 3555, 4587, 7578, 9673, 9381, 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{"start": 923.07, "end": 923.43, "word": " نفس", "probability": 0.987548828125}, {"start": 923.43, "end": 923.63, "word": " ال", "probability": 0.7587890625}, {"start": 923.63, "end": 923.93, "word": " site", "probability": 0.69091796875}, {"start": 923.93, "end": 924.23, "word": " تبقى", "probability": 0.826171875}, {"start": 924.23, "end": 924.93, "word": " المصفوفتين", "probability": 0.90283203125}, {"start": 924.93, "end": 925.53, "word": " لاتنين", "probability": 0.6590576171875}, {"start": 925.53, "end": 927.23, "word": " السابقتين", "probability": 0.946044921875}, {"start": 927.23, "end": 927.99, "word": " تمام", "probability": 0.88037109375}, {"start": 927.99, "end": 928.91, "word": " إذا", "probability": 0.42364501953125}, {"start": 928.91, "end": 929.63, "word": " بدنا", "probability": 0.844970703125}, {"start": 929.63, "end": 929.97, "word": " نروح", "probability": 0.9895833333333334}, {"start": 929.97, "end": 930.51, "word": " نطبق", "probability": 0.89453125}, {"start": 930.51, "end": 930.77, "word": " هذا", "probability": 0.98486328125}, {"start": 930.77, "end": 931.31, "word": " الكلام", "probability": 0.97412109375}, {"start": 931.31, "end": 931.71, "word": " على", "probability": 0.92919921875}, {"start": 931.71, "end": 932.33, "word": " أرض", "probability": 0.978271484375}, {"start": 932.33, "end": 933.47, "word": " الواقع", "probability": 0.97802734375}], "temperature": 1.0}, {"id": 44, "seek": 97273, "start": 947.19, "end": 972.73, "text": "بدنا نجي لمحصوفتين اللي هو solution وبدنا نبدأ بالنقطة الأولى اللى هى نمرة a بدى اخد ال a زائد ال b ويساوي الجامعة قولنا كمان component wise يبقى بدى اجي للعنصر الأول مع العنصر الأول واحد وناقص اتنين كده ايش بيضل ناقص واحد", "tokens": [44510, 8315, 8717, 7435, 1829, 5296, 2304, 5016, 9381, 38688, 2655, 9957, 13672, 1829, 31439, 3827, 4032, 44510, 8315, 8717, 44510, 10721, 20666, 1863, 47432, 3660, 16247, 12610, 7578, 13672, 7578, 8032, 7578, 8717, 2304, 25720, 257, 47525, 7578, 1975, 9778, 3215, 2423, 257, 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"probability": 0.910888671875}, {"start": 1055.65, "end": 1056.87, "word": " تمانية", "probability": 0.85986328125}, {"start": 1056.87, "end": 1057.41, "word": " و", "probability": 0.43701171875}, {"start": 1057.41, "end": 1057.87, "word": " هنا", "probability": 0.923828125}, {"start": 1057.87, "end": 1059.19, "word": " زائد", "probability": 0.9134114583333334}, {"start": 1059.19, "end": 1059.71, "word": " شكل", "probability": 0.5921630859375}, {"start": 1059.71, "end": 1060.15, "word": " عندنا", "probability": 0.6568603515625}, {"start": 1060.15, "end": 1060.47, "word": " هنا", "probability": 0.82275390625}, {"start": 1060.47, "end": 1061.35, "word": " المصهوب", "probability": 0.583221435546875}, {"start": 1061.35, "end": 1062.05, "word": " فبيدروح", "probability": 0.59501953125}, {"start": 1062.05, "end": 1062.43, "word": " اضربها", "probability": 0.7557373046875}, {"start": 1062.43, "end": 1062.59, "word": " في", "probability": 0.88916015625}, {"start": 1062.59, "end": 1063.11, "word": " مين؟", "probability": 0.5773111979166666}, {"start": 1063.11, "end": 1063.57, "word": " في", "probability": 0.8798828125}, {"start": 1063.57, "end": 1064.29, "word": " سالب", "probability": 0.9384765625}, {"start": 1064.29, "end": 1065.11, "word": " تلاتة", "probability": 0.9451904296875}, {"start": 1065.11, "end": 1065.97, "word": " يبقى", "probability": 0.968505859375}, {"start": 1065.97, "end": 1066.51, "word": " بصير", "probability": 0.9052734375}, {"start": 1066.51, "end": 1066.95, "word": " هنا", "probability": 0.96044921875}, {"start": 1066.95, "end": 1067.79, "word": " ستة", "probability": 0.982421875}, {"start": 1067.79, "end": 1068.35, "word": " و", "probability": 0.62646484375}, {"start": 1068.35, "end": 1068.93, "word": " هنا", "probability": 0.95068359375}, {"start": 1068.93, "end": 1069.91, "word": " سالب", "probability": 0.9876302083333334}, {"start": 1069.91, "end": 1070.85, "word": " ستة", "probability": 0.9881184895833334}, {"start": 1070.85, "end": 1071.35, "word": " و", "probability": 0.94580078125}, {"start": 1071.35, "end": 1071.75, "word": " هنا", "probability": 0.97314453125}, {"start": 1071.75, "end": 1072.79, "word": " سالب", "probability": 0.9915364583333334}, {"start": 1072.79, "end": 1074.25, "word": " اتناشر", "probability": 0.91875}], "temperature": 1.0}, {"id": 50, "seek": 108215, "start": 1074.61, "end": 1082.15, "text": "وهنا سالب تلاتة سالب تلاتة وهنا سالب تسعة بالشكل اللي عندنا هنا", "tokens": [2407, 3224, 8315, 8608, 6027, 3555, 6055, 1211, 9307, 3660, 8608, 6027, 3555, 6055, 1211, 9307, 3660, 37037, 8315, 8608, 6027, 3555, 6055, 3794, 27884, 20666, 8592, 28820, 13672, 1829, 43242, 8315, 34105], "avg_logprob": -0.20002297881771536, "compression_ratio": 1.6666666666666667, "no_speech_prob": 0.0, "words": [{"start": 1074.61, "end": 1075.17, "word": "وهنا", "probability": 0.5350748697916666}, {"start": 1075.17, "end": 1075.81, "word": " سالب", "probability": 0.6455891927083334}, {"start": 1075.81, "end": 1076.51, "word": " تلاتة", "probability": 0.89599609375}, {"start": 1076.51, "end": 1077.13, "word": " سالب", "probability": 0.8225911458333334}, {"start": 1077.13, "end": 1078.15, "word": " تلاتة", "probability": 0.9871826171875}, {"start": 1078.15, "end": 1078.93, "word": " وهنا", "probability": 0.6717529296875}, {"start": 1078.93, "end": 1080.15, "word": " سالب", "probability": 0.9422200520833334}, {"start": 1080.15, "end": 1080.77, "word": " تسعة", "probability": 0.9853515625}, {"start": 1080.77, "end": 1081.37, "word": " بالشكل", "probability": 0.9638671875}, {"start": 1081.37, "end": 1081.57, "word": " اللي", "probability": 0.947265625}, {"start": 1081.57, "end": 1081.95, "word": " عندنا", "probability": 0.852783203125}, {"start": 1081.95, "end": 1082.15, "word": " هنا", "probability": 0.90625}], "temperature": 1.0}, {"id": 51, "seek": 111061, "start": 1082.82, "end": 1110.62, "text": "إذا النتيجة تساوي المصفوفة التالية الصف الأول بنجمع component was 2 و 6 تمانية و هنا سالب 6 كما هي و هنا سالب تمانية انتهينا من الصف الأول الصف الثاني ناقص 9 و ناقص 1 و هنا كمان ناقص 1 بالشكل اللي عندنا هنا نمر بيه", "tokens": [28814, 15730, 28239, 31371, 7435, 3660, 6055, 3794, 995, 45865, 9673, 9381, 5172, 38688, 3660, 16712, 6027, 10632, 31767, 5172, 16247, 12610, 44945, 7435, 2304, 3615, 6542, 390, 568, 4032, 1386, 46811, 7649, 10632, 4032, 34105, 8608, 6027, 3555, 1386, 9122, 15042, 39896, 4032, 34105, 8608, 6027, 3555, 46811, 7649, 10632, 16472, 47395, 1829, 8315, 9154, 31767, 5172, 16247, 12610, 31767, 5172, 6024, 104, 7649, 1829, 8717, 995, 4587, 9381, 1722, 4032, 8717, 995, 4587, 9381, 502, 4032, 34105, 9122, 2304, 7649, 8717, 995, 4587, 9381, 502, 20666, 8592, 28820, 13672, 1829, 43242, 8315, 34105, 8717, 29973, 4724, 1829, 3224], "avg_logprob": -0.17837252062146025, "compression_ratio": 1.9210526315789473, "no_speech_prob": 0.0, "words": [{"start": 1082.82, "end": 1083.38, "word": "إذا", "probability": 0.565185546875}, {"start": 1083.38, "end": 1084.58, "word": " النتيجة", 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تمانية", "probability": 0.7081298828125}, {"start": 1091.68, "end": 1092.22, "word": " و", "probability": 0.66796875}, {"start": 1092.22, "end": 1092.5, "word": " هنا", "probability": 0.93798828125}, {"start": 1092.5, "end": 1093.0, "word": " سالب", "probability": 0.6012369791666666}, {"start": 1093.0, "end": 1093.4, "word": " 6", "probability": 0.67919921875}, {"start": 1093.4, "end": 1094.0, "word": " كما", "probability": 0.960693359375}, {"start": 1094.0, "end": 1094.34, "word": " هي", "probability": 0.814453125}, {"start": 1094.34, "end": 1094.98, "word": " و", "probability": 0.8642578125}, {"start": 1094.98, "end": 1095.36, "word": " هنا", "probability": 0.98095703125}, {"start": 1095.36, "end": 1096.2, "word": " سالب", "probability": 0.9606119791666666}, {"start": 1096.2, "end": 1096.76, "word": " تمانية", "probability": 0.821533203125}, {"start": 1096.76, "end": 1097.4, "word": " انتهينا", "probability": 0.901611328125}, {"start": 1097.4, "end": 1097.62, "word": " من", "probability": 0.98974609375}, {"start": 1097.62, "end": 1098.16, "word": " الصف", "probability": 0.9794921875}, {"start": 1098.16, "end": 1098.68, "word": " الأول", "probability": 0.96240234375}, {"start": 1098.68, "end": 1099.76, "word": " الصف", "probability": 0.971923828125}, {"start": 1099.76, "end": 1100.42, "word": " الثاني", "probability": 0.9583740234375}, {"start": 1100.42, "end": 1101.28, "word": " ناقص", "probability": 0.8768310546875}, {"start": 1101.28, "end": 1101.82, "word": " 9", "probability": 0.7978515625}, {"start": 1101.82, "end": 1102.72, "word": " و", "probability": 0.96630859375}, {"start": 1102.72, "end": 1103.78, "word": " ناقص", "probability": 0.9305419921875}, {"start": 1103.78, "end": 1104.48, "word": " 1", "probability": 0.88818359375}, {"start": 1104.48, "end": 1105.1, "word": " و", "probability": 0.9462890625}, {"start": 1105.1, "end": 1105.44, "word": " هنا", "probability": 0.970703125}, {"start": 1105.44, "end": 1106.1, "word": " كمان", "probability": 0.9412434895833334}, {"start": 1106.1, "end": 1106.76, "word": " ناقص", "probability": 0.9949951171875}, {"start": 1106.76, "end": 1107.22, "word": " 1", "probability": 0.869140625}, {"start": 1107.22, "end": 1107.84, "word": " بالشكل", "probability": 0.958984375}, {"start": 1107.84, "end": 1108.0, "word": " اللي", "probability": 0.932861328125}, {"start": 1108.0, "end": 1108.62, "word": " عندنا", "probability": 0.911865234375}, {"start": 1108.62, "end": 1109.16, "word": " هنا", "probability": 0.66748046875}, {"start": 1109.16, "end": 1110.26, "word": " نمر", "probability": 0.783935546875}, {"start": 1110.26, "end": 1110.62, "word": " بيه", "probability": 0.685791015625}], "temperature": 1.0}, {"id": 52, "seek": 111673, "start": 1112.67, "end": 1116.73, "text": "حاضر بتسأل أي سؤال هنا؟ واقع حظين؟", "tokens": [5016, 46958, 2288, 39894, 3794, 10721, 1211, 36632, 8608, 33604, 6027, 34105, 22807, 36764, 4587, 3615, 11331, 19913, 9957, 22807], "avg_logprob": -0.3041294642857143, 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"end": 1605.37, "word": " الصفية", "probability": 0.9733072916666666}, {"start": 1605.37, "end": 1605.99, "word": " لماهم", "probability": 0.4120279947916667}, {"start": 1605.99, "end": 1607.23, "word": " للمصوفة", "probability": 0.86455078125}, {"start": 1607.23, "end": 1607.39, "word": " اللي", "probability": 0.840087890625}, {"start": 1607.39, "end": 1607.89, "word": " عندنا", "probability": 0.915283203125}, {"start": 1607.89, "end": 1608.41, "word": " هذه", "probability": 0.6845703125}, {"start": 1608.41, "end": 1609.19, "word": " بدأ", "probability": 0.5316162109375}, {"start": 1609.19, "end": 1609.41, "word": " أبدا", "probability": 0.581298828125}, {"start": 1609.41, "end": 1610.53, "word": " بالمتجهات", "probability": 0.9752604166666666}, {"start": 1610.53, "end": 1611.31, "word": " العمودية", "probability": 0.9437255859375}, {"start": 1611.31, "end": 1611.85, "word": " فباجي", "probability": 0.7938232421875}, {"start": 1611.85, "end": 1612.31, "word": " بقول", "probability": 0.941650390625}, {"start": 1612.31, "end": 1612.99, "word": " له", "probability": 0.6376953125}, {"start": 1612.99, "end": 1613.37, "word": " the", "probability": 0.59912109375}, {"start": 1613.37, "end": 1614.23, "word": " column", "probability": 0.865234375}, {"start": 1614.23, "end": 1617.63, "word": " vectors", "probability": 0.982421875}, {"start": 1617.63, "end": 1619.93, "word": " are", "probability": 0.8974609375}, {"start": 1619.93, "end": 1621.95, "word": " بدي", "probability": 0.4241943359375}, {"start": 1621.95, "end": 1622.13, "word": " أجي", "probability": 0.818359375}, {"start": 1622.13, "end": 1622.33, "word": " لل", "probability": 0.7705078125}, {"start": 1622.33, "end": 1622.99, "word": " V1", "probability": 0.78271484375}], "temperature": 1.0}, {"id": 75, "seek": 164134, "start": 1623.86, "end": 1641.34, "text": "U1 يساوي 2 5 0 و U2 يساوي 1 0 1", "tokens": [52, 16, 7251, 3794, 995, 45865, 568, 1025, 1958, 4032, 624, 17, 7251, 3794, 995, 45865, 502, 1958, 502], "avg_logprob": -0.4449218764901161, "compression_ratio": 1.05, "no_speech_prob": 0.0, "words": [{"start": 1623.86, "end": 1625.18, "word": "U1", "probability": 0.5224609375}, {"start": 1625.18, "end": 1632.72, "word": " يساوي", "probability": 0.56488037109375}, {"start": 1632.72, "end": 1633.36, "word": " 2", "probability": 0.26953125}, {"start": 1633.36, "end": 1634.24, "word": " 5", "probability": 0.466064453125}, {"start": 1634.24, "end": 1635.08, "word": " 0", "probability": 0.9404296875}, {"start": 1635.08, "end": 1636.24, "word": " و", "probability": 0.37646484375}, {"start": 1636.24, "end": 1637.24, "word": " U2", "probability": 0.76318359375}, {"start": 1637.24, "end": 1638.74, "word": " يساوي", "probability": 0.9078369140625}, {"start": 1638.74, "end": 1640.04, "word": " 1", "probability": 0.67041015625}, {"start": 1640.04, "end": 1640.82, "word": " 0", "probability": 0.7744140625}, {"start": 1640.82, "end": 1641.34, "word": " 1", "probability": 0.98291015625}], "temperature": 1.0}, {"id": 76, "seek": 165685, "start": 1641.95, "end": 1656.85, "text": "و ال U3 بده يساوي سالب تلاتة Zero أربعة and U4 بده يساوي Zero اتنين Zero", "tokens": [2407, 2423, 624, 18, 47525, 3224, 7251, 3794, 995, 45865, 8608, 6027, 3555, 6055, 1211, 9307, 3660, 17182, 5551, 25513, 27884, 293, 624, 19, 47525, 3224, 7251, 3794, 995, 45865, 17182, 1975, 2655, 1863, 9957, 17182], "avg_logprob": -0.36929897682086843, "compression_ratio": 1.25, "no_speech_prob": 0.0, "words": [{"start": 1641.95, "end": 1642.21, "word": "و", "probability": 0.7294921875}, {"start": 1642.21, "end": 1642.43, "word": " ال", "probability": 0.443115234375}, {"start": 1642.43, "end": 1643.45, "word": " U3", "probability": 0.7080078125}, {"start": 1643.45, "end": 1644.25, "word": " بده", "probability": 0.2851715087890625}, {"start": 1644.25, "end": 1644.55, "word": " يساوي", "probability": 0.8323974609375}, {"start": 1644.55, "end": 1645.21, "word": " سالب", "probability": 0.6158854166666666}, {"start": 1645.21, "end": 1645.93, "word": " تلاتة", "probability": 0.87744140625}, {"start": 1645.93, "end": 1646.53, "word": " Zero", "probability": 0.1605224609375}, {"start": 1646.53, "end": 1647.37, "word": " أربعة", "probability": 0.85400390625}, {"start": 1647.37, "end": 1648.57, "word": " and", "probability": 0.255126953125}, {"start": 1648.57, "end": 1650.71, "word": " U4", "probability": 0.799072265625}, {"start": 1650.71, "end": 1651.83, "word": " بده", "probability": 0.931884765625}, {"start": 1651.83, "end": 1653.01, "word": " يساوي", "probability": 0.98046875}, {"start": 1653.01, "end": 1654.85, "word": " Zero", "probability": 0.7158203125}, {"start": 1654.85, "end": 1656.09, "word": " اتنين", "probability": 0.9110107421875}, {"start": 1656.09, "end": 1656.85, "word": " Zero", "probability": 0.70654296875}], "temperature": 1.0}, {"id": 77, "seek": 167866, "start": 1657.82, "end": 1678.66, "text": "يبقى هذه الـ main الـ column vectors يبقى كإن المصوفة اللي عندنا هذه بقدر أكتبها بدلالتي ال U1 و U2 و U3 و U4 هذا ال column vectors بتروح أجيبله ال raw vectors فبجي بقوله they are raw vectors", "tokens": [1829, 3555, 4587, 7578, 29538, 2423, 39184, 2135, 2423, 39184, 7738, 18875, 7251, 3555, 4587, 7578, 9122, 28814, 1863, 9673, 9381, 38688, 3660, 13672, 1829, 43242, 8315, 29538, 4724, 28543, 2288, 5551, 4117, 2655, 3555, 11296, 47525, 1211, 6027, 31371, 2423, 624, 16, 4032, 624, 17, 4032, 624, 18, 4032, 624, 19, 23758, 2423, 7738, 18875, 39894, 32887, 5016, 5551, 7435, 1829, 3555, 43761, 2423, 8936, 18875, 6156, 3555, 7435, 1829, 4724, 39648, 3224, 436, 366, 8936, 18875], "avg_logprob": -0.29746835141242306, "compression_ratio": 1.5414364640883977, "no_speech_prob": 0.0, "words": [{"start": 1657.82, "end": 1658.34, "word": "يبقى", "probability": 0.84002685546875}, {"start": 1658.34, "end": 1658.62, "word": " هذه", "probability": 0.366455078125}, {"start": 1658.62, "end": 1659.0, "word": " الـ", "probability": 0.41943359375}, {"start": 1659.0, "end": 1659.0, "word": " main", 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بدلالتي", "probability": 0.73590087890625}, {"start": 1665.52, "end": 1665.66, "word": " ال", "probability": 0.9072265625}, {"start": 1665.66, "end": 1666.1, "word": " U1", "probability": 0.590087890625}, {"start": 1666.1, "end": 1666.28, "word": " و", "probability": 0.8505859375}, {"start": 1666.28, "end": 1666.88, "word": " U2", "probability": 0.776611328125}, {"start": 1666.88, "end": 1667.48, "word": " و", "probability": 0.97998046875}, {"start": 1667.48, "end": 1668.24, "word": " U3", "probability": 0.900634765625}, {"start": 1668.24, "end": 1668.52, "word": " و", "probability": 0.99560546875}, {"start": 1668.52, "end": 1669.3, "word": " U4", "probability": 0.9287109375}, {"start": 1669.3, "end": 1669.64, "word": " هذا", "probability": 0.61767578125}, {"start": 1669.64, "end": 1669.84, "word": " ال", "probability": 0.98193359375}, {"start": 1669.84, "end": 1670.16, "word": " column", "probability": 0.939453125}, {"start": 1670.16, "end": 1670.62, "word": " vectors", "probability": 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1707.49, "text": "بدي اجيل ال V1 يبقى V1 بده يساوي صف الأول اتنين واحد سالب تلاتة زيرو وال V2 اللي هو صف الثاني خمسة زيرو زيرو اتنين and ال V3 بده يساوي زيرو واحد اربعة زيرو", "tokens": [3555, 16254, 1975, 7435, 26895, 2423, 691, 16, 7251, 3555, 4587, 7578, 691, 16, 47525, 3224, 7251, 3794, 995, 45865, 20328, 5172, 16247, 12610, 1975, 2655, 1863, 9957, 36764, 24401, 8608, 6027, 3555, 6055, 1211, 9307, 3660, 30767, 13546, 2407, 16070, 691, 17, 13672, 1829, 31439, 20328, 5172, 6024, 104, 7649, 1829, 16490, 2304, 3794, 3660, 30767, 13546, 2407, 30767, 13546, 2407, 1975, 2655, 1863, 9957, 293, 2423, 691, 18, 47525, 3224, 7251, 3794, 995, 45865, 30767, 13546, 2407, 36764, 24401, 1975, 25513, 27884, 30767, 13546, 2407], "avg_logprob": -0.2068536884405396, "compression_ratio": 1.8095238095238095, "no_speech_prob": 0.0, "words": [{"start": 1681.17, "end": 1681.53, "word": "بدي", "probability": 0.19415283203125}, {"start": 1681.53, "end": 1681.83, "word": " اجيل", "probability": 0.6161295572916666}, {"start": 1681.83, "end": 1682.09, "word": " ال", "probability": 0.89306640625}, {"start": 1682.09, "end": 1682.73, "word": " V1", "probability": 0.79833984375}, {"start": 1682.73, "end": 1683.73, "word": " يبقى", "probability": 0.8958740234375}, {"start": 1683.73, "end": 1684.67, "word": " V1", "probability": 0.94775390625}, {"start": 1684.67, "end": 1685.99, "word": " بده", "probability": 0.441680908203125}, {"start": 1685.99, "end": 1686.69, "word": " يساوي", "probability": 0.9747314453125}, {"start": 1686.69, "end": 1687.47, "word": " صف", "probability": 0.8515625}, {"start": 1687.47, "end": 1688.03, "word": " الأول", "probability": 0.842529296875}, {"start": 1688.03, "end": 1688.77, "word": " اتنين", "probability": 0.777801513671875}, {"start": 1688.77, "end": 1689.51, "word": " واحد", "probability": 0.935302734375}, {"start": 1689.51, "end": 1690.13, "word": " سالب", "probability": 0.9000651041666666}, {"start": 1690.13, "end": 1690.89, "word": " تلاتة", "probability": 0.9326171875}, {"start": 1690.89, "end": 1691.43, "word": " زيرو", "probability": 0.71337890625}, {"start": 1691.43, "end": 1692.33, "word": " وال", "probability": 0.459228515625}, {"start": 1692.33, "end": 1693.25, "word": " V2", "probability": 0.937744140625}, {"start": 1693.25, "end": 1693.49, "word": " اللي", "probability": 0.808837890625}, {"start": 1693.49, "end": 1693.71, "word": " هو", "probability": 0.98486328125}, {"start": 1693.71, "end": 1694.09, "word": " صف", "probability": 0.903564453125}, {"start": 1694.09, "end": 1694.83, "word": " الثاني", "probability": 0.91748046875}, {"start": 1694.83, "end": 1696.29, "word": " خمسة", "probability": 0.9730224609375}, {"start": 1696.29, "end": 1697.33, "word": " زيرو", "probability": 0.8660481770833334}, {"start": 1697.33, "end": 1698.27, "word": " زيرو", "probability": 0.88720703125}, {"start": 1698.27, "end": 1699.57, "word": " اتنين", "probability": 0.974853515625}, {"start": 1699.57, "end": 1700.47, "word": " and", "probability": 0.4853515625}, {"start": 1700.47, "end": 1701.23, "word": " ال", "probability": 0.73046875}, {"start": 1701.23, "end": 1702.19, "word": " V3", "probability": 0.976318359375}, {"start": 1702.19, "end": 1703.05, "word": " بده", "probability": 0.91650390625}, {"start": 1703.05, "end": 1703.77, "word": " يساوي", "probability": 0.9893798828125}, {"start": 1703.77, "end": 1704.85, "word": " زيرو", "probability": 0.826171875}, {"start": 1704.85, "end": 1705.85, "word": " واحد", "probability": 0.97314453125}, {"start": 1705.85, "end": 1706.85, "word": " اربعة", "probability": 0.7652994791666666}, {"start": 1706.85, "end": 1707.49, "word": " زيرو", "probability": 0.96728515625}], "temperature": 1.0}, {"id": 79, "seek": 173583, "start": 1708.47, "end": 1735.83, "text": "والعكس لو أنا ال core vectors أو ال raw vectors بقدر أجيب من المصوفة الأصلية لهم السؤال التالت display the elements display the elements", "tokens": [2407, 6027, 3615, 4117, 3794, 45164, 41850, 2423, 4965, 18875, 34051, 2423, 8936, 18875, 4724, 28543, 2288, 5551, 7435, 1829, 3555, 9154, 9673, 9381, 38688, 3660, 16247, 9381, 1211, 10632, 5296, 16095, 21136, 33604, 6027, 16712, 6027, 2655, 4674, 264, 4959, 4674, 264, 4959], "avg_logprob": -0.2614583280351427, "compression_ratio": 1.4222222222222223, "no_speech_prob": 0.0, "words": [{"start": 1708.47, "end": 1709.23, "word": "والعكس", "probability": 0.831005859375}, {"start": 1709.23, "end": 1709.97, "word": " لو", "probability": 0.703125}, {"start": 1709.97, "end": 1710.19, "word": " أنا", "probability": 0.35498046875}, {"start": 1710.19, "end": 1710.39, "word": " ال", "probability": 0.802734375}, {"start": 1710.39, "end": 1710.63, "word": " core", "probability": 0.05169677734375}, {"start": 1710.63, "end": 1711.15, "word": " vectors", "probability": 0.88720703125}, {"start": 1711.15, "end": 1711.43, "word": " أو", "probability": 0.708984375}, {"start": 1711.43, "end": 1711.61, "word": " ال", "probability": 0.94580078125}, {"start": 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اللي هو Zero سالب واحد تلاتة سالب اربعة", "tokens": [3555, 39648, 5296, 479, 2423, 1783, 47525, 3224, 7251, 3794, 995, 45865, 36764, 24401, 6055, 1211, 9307, 3660, 30767, 13546, 2407, 8608, 6027, 3555, 1975, 2655, 1863, 9957, 293, 398, 6055, 3794, 995, 45865, 1975, 2407, 4238, 398, 47525, 3224, 7251, 3794, 995, 45865, 13672, 1829, 31439, 17182, 8608, 6027, 3555, 36764, 24401, 6055, 1211, 9307, 3660, 8608, 6027, 3555, 1975, 25513, 27884], "avg_logprob": -0.2661132928915322, "compression_ratio": 1.5648854961832062, "no_speech_prob": 0.0, "words": [{"start": 2047.68, "end": 2048.28, "word": "بقول", "probability": 0.5230712890625}, {"start": 2048.28, "end": 2048.46, "word": " ل", "probability": 0.158203125}, {"start": 2048.46, "end": 2048.86, "word": " F", "probability": 0.222900390625}, {"start": 2048.86, "end": 2050.96, "word": " ال", "probability": 0.487060546875}, {"start": 2050.96, "end": 2051.52, "word": " X", "probability": 0.6083984375}, {"start": 2051.52, "end": 2052.56, "word": " 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"end": 2133.02, "text": "بنرجع لسؤالنا مرة تانية ماتينا capital X موجود في ال set R4 وماتينا capital Y vector موجود كذلك في R4 يبقى كتبنا كل vector بال components تبعهم", "tokens": [3555, 1863, 47341, 3615, 5296, 3794, 33604, 6027, 8315, 3714, 25720, 6055, 7649, 10632, 3714, 9307, 1829, 8315, 4238, 1783, 3714, 29245, 23328, 8978, 2423, 992, 497, 19, 4032, 2304, 9307, 1829, 8315, 4238, 398, 8062, 3714, 29245, 23328, 9122, 8848, 23275, 8978, 497, 19, 7251, 3555, 4587, 7578, 9122, 2655, 3555, 8315, 28242, 8062, 20666, 6677, 6055, 3555, 3615, 16095], "avg_logprob": -0.18107358726762957, "compression_ratio": 1.4144736842105263, "no_speech_prob": 0.0, "words": [{"start": 2115.5, "end": 2116.0, "word": "بنرجع", "probability": 0.693511962890625}, {"start": 2116.0, "end": 2116.54, "word": " لسؤالنا", "probability": 0.92412109375}, {"start": 2116.54, "end": 2116.82, "word": " مرة", "probability": 0.895263671875}, {"start": 2116.82, "end": 2117.44, "word": " تانية", "probability": 0.935546875}, 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