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update model
Browse files- README.md +16 -14
- config.json +1 -1
- pytorch_model.bin +2 -2
- vocab.json +1 -1
README.md
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@@ -24,15 +24,15 @@ model-index:
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metrics:
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- name: Test WER
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type: wer
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value:
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- name: Test CER
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type: cer
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value:
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---
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# Wav2Vec2-Large-XLSR-53-Japanese
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Fine-tuned [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on Japanese using the [Common Voice](https://huggingface.co/datasets/common_voice)
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When using this model, make sure that your speech input is sampled at 16kHz.
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The script used for training can be found here: https://github.com/jonatasgrosman/wav2vec2-sprint
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| Reference | Prediction |
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| ------------- | ------------- |
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| 祖母は、おおむね機嫌よく、サイコロをころがしている。 |
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| 財布をなくしたので、交番へ行きます。 |
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| 飲み屋のおやじ、旅館の主人、医者をはじめ、交際のある人にきいてまわったら、みんな、私より収入が多いはずなのに、税金は安い。 |
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| 新しい靴をはいて出かけます。 |
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| このためプラズマ中のイオンや電子の持つ平均運動エネルギーを温度で表現することがある |
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## Evaluation
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MODEL_ID = "jonatasgrosman/wav2vec2-large-xlsr-53-japanese"
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DEVICE = "cuda"
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CHARS_TO_IGNORE = [",", "?", "¿", ".", "!", "¡", ";", ":", '""', "%", '"', "�", "ʿ", "·", "჻", "~", "՞",
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"؟", "،", "।", "॥", "«", "»", "„", "“", "”", "「", "」", "‘", "’", "《", "》", "(", ")", "[", "]",
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"=", "`", "_", "+", "<", ">", "…", "–", "°", "´", "ʾ", "‹", "›", "©", "®", "—", "→", "。"
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test_dataset = load_dataset("common_voice", LANG_ID, split="test")
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**Test Result**:
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In the table below I report the Word Error Rate (WER) and the Character Error Rate (CER) of the model. I ran the evaluation script described above on other models as well (on 2021-
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| Model | WER | CER |
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| ------------- | ------------- | ------------- |
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| qqhann/w2v_hf_jsut_xlsr53 | 1012.18% |
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metrics:
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- name: Test WER
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type: wer
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value: 79.58
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- name: Test CER
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type: cer
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value: 21.95
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---
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# Wav2Vec2-Large-XLSR-53-Japanese
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Fine-tuned [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on Japanese using the [Common Voice](https://huggingface.co/datasets/common_voice), [CSS10](https://github.com/Kyubyong/css10) and [JSUT](https://sites.google.com/site/shinnosuketakamichi/publication/jsut).
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When using this model, make sure that your speech input is sampled at 16kHz.
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The script used for training can be found here: https://github.com/jonatasgrosman/wav2vec2-sprint
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| Reference | Prediction |
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| ------------- | ------------- |
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| 祖母は、おおむね機嫌よく、サイコロをころがしている。 | 外ぼは重に機れをくさいことがしている |
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| 財布をなくしたので、交番へ行きます。 | 財布をな靴館ので交番でへ行きます |
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| 飲み屋のおやじ、旅館の主人、医者をはじめ、交際のある人にきいてまわったら、みんな、私より収入が多いはずなのに、税金は安い。 | ノ屋のお親旅館の主時に医者を初め交際のある人に聞いて回ったらみんな私より収入がおいはなうに生近は安い |
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| 新しい靴をはいて出かけます。 | わしに靴をはいて出かけます |
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| このためプラズマ中のイオンや電子の持つ平均運動エネルギーを温度で表現することがある | このためプラズマ中のイオンや電子の持つ平均運動エネルギーを温度で表現することがある |
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## Evaluation
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MODEL_ID = "jonatasgrosman/wav2vec2-large-xlsr-53-japanese"
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DEVICE = "cuda"
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CHARS_TO_IGNORE = [",", "?", "¿", ".", "!", "¡", ";", "；", ":", '""', "%", '"', "�", "ʿ", "·", "჻", "~", "՞",
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"؟", "،", "।", "॥", "«", "»", "„", "“", "”", "「", "」", "‘", "’", "《", "》", "(", ")", "[", "]",
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"{", "}", "=", "`", "_", "+", "<", ">", "…", "–", "°", "´", "ʾ", "‹", "›", "©", "®", "—", "→", "。",
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"、", "﹂", "﹁", "‧", "～", "﹏", "，", "｛", "｝", "（", "）", "［", "］", "【", "】", "‥", "〽",
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"『", "』", "〝", "〟", "⟨", "⟩", "〜", "：", "！", "？", "♪", "؛", "/", "\\", "º", "−", "^", "'", "ʻ", "ˆ"]
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test_dataset = load_dataset("common_voice", LANG_ID, split="test")
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**Test Result**:
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In the table below I report the Word Error Rate (WER) and the Character Error Rate (CER) of the model. I ran the evaluation script described above on other models as well (on 2021-05-10). Note that the table below may show different results from those already reported, this may have been caused due to some specificity of the other evaluation scripts used.
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| Model | WER | CER |
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| ------------- | ------------- | ------------- |
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| jonatasgrosman/wav2vec2-large-xlsr-53-japanese | **79.58%** | **21.95%** |
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| vumichien/wav2vec2-large-xlsr-japanese | 1108.86% | 23.40% |
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| qqhann/w2v_hf_jsut_xlsr53 | 1012.18% | 70.77% |
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config.json
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"num_hidden_layers": 24,
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"pad_token_id": 0,
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"transformers_version": "4.5.0.dev0",
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"vocab_size":
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}
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"num_hidden_layers": 24,
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"pad_token_id": 0,
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"transformers_version": "4.5.0.dev0",
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"vocab_size": 1582
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:bf18550c4198007ca37a24988707682e74ad08aead5c4b6bc7c07ec131917d90
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size 1268420055
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vocab.json
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{"<pad>": 0, "<s>": 1, "</s>": 2, "<unk>": 3, "|": 4, "然": 5, "政": 6, "美": 7, "脅": 8, "痕": 9, "胸": 10, "ほ": 11, "陳": 12, "拾": 13, "被": 14, "暮": 15, "腮": 16, "潰": 17, "群": 18, "難": 19, "承": 20, "技": 21, "歴": 22, "済": 23, "棚": 24, "埋": 25, "刻": 26, "差": 27, "訳": 28, "写": 29, "の": 30, "飯": 31, "ざ": 32, "忍": 33, "不": 34, "燥": 35, "倹": 36, "レ": 37, "積": 38, "察": 39, "教": 40, "防": 41, "成": 42, "季": 43, "退": 44, "締": 45, "礼": 46, "肯": 47, "哀": 48, "繕": 49, "寺": 50, "ガ": 51, "餓": 52, "類": 53, "置": 54, "役": 55, "侮": 56, "迷": 57, "概": 58, "ぽ": 59, "狩": 60, "庇": 61, "味": 62, "勢": 63, "冴": 64, "衛": 65, "六": 66, "名": 67, "寒": 68, "要": 69, "迂": 70, "濯": 71, "選": 72, "卓": 73, "所": 74, "扱": 75, "牛": 76, "状": 77, "旋": 78, "底": 79, "べ": 80, "堅": 81, "銀": 82, "蒼": 83, "布": 84, "ャ": 85, "幅": 86, "兄": 87, "袋": 88, "翌": 89, "宇": 90, "婢": 91, "席": 92, "設": 93, "答": 94, "恰": 95, "暖": 96, "筋": 97, "緒": 98, "払": 99, "息": 100, "齢": 101, "震": 102, "族": 103, "那": 104, "僕": 105, "由": 106, "莨": 107, "派": 108, "徐": 109, "疼": 110, "賛": 111, "翳": 112, "弁": 113, "が": 114, "挨": 115, "筒": 116, "継": 117, "暴": 118, "景": 119, "却": 120, "堤": 121, "遣": 122, "性": 123, "這": 124, "犬": 125, "ぞ": 126, "業": 127, "訓": 128, "こ": 129, "私": 130, "約": 131, "ち": 132, "暑": 133, "粧": 134, "官": 135, "引": 136, "呂": 137, "マ": 138, "飾": 139, "を": 140, "骨": 141, "棒": 142, "頁": 143, "子": 144, "豊": 145, "戸": 146, "改": 147, "告": 148, "谷": 149, "袍": 150, "棉": 151, "習": 152, "塩": 153, "罪": 154, "内": 155, "堀": 156, "比": 157, "腑": 158, "己": 159, "屑": 160, "魚": 161, "寓": 162, "樹": 163, "動": 164, "呑": 165, "板": 166, "批": 167, "拍": 168, "幾": 169, "爺": 170, "弓": 171, "離": 172, "缶": 173, "コ": 174, "甜": 175, "洗": 176, "刊": 177, "し": 178, "簾": 179, "毛": 180, "瀬": 181, "省": 182, "漁": 183, "郊": 184, "敗": 185, "娘": 186, "欧": 187, "転": 188, "諸": 189, "般": 190, "慕": 191, "膜": 192, "断": 193, "癖": 194, "怒": 195, "因": 196, "肺": 197, "満": 198, "巣": 199, "ス": 200, "扇": 201, "掠": 202, "番": 203, "袖": 204, "啓": 205, "襟": 206, "温": 207, "籠": 208, "止": 209, "ブ": 210, "ぼ": 211, "膿": 212, "？": 213, "乱": 214, "み": 215, "神": 216, "お": 217, "島": 218, "濶": 219, "奇": 220, "暇": 221, "猫": 222, "各": 223, "距": 224, "伜": 225, "姿": 226, "俺": 227, "四": 228, "園": 229, "ゃ": 230, "炒": 231, "扶": 232, "為": 233, "到": 234, "絹": 235, "ケ": 236, "嚼": 237, "研": 238, "勤": 239, "）": 240, "話": 241, "イ": 242, "と": 243, "傾": 244, "入": 245, "祟": 246, "天": 247, "妻": 248, "眉": 249, "形": 250, "秘": 251, "練": 252, "漏": 253, "惜": 254, "独": 255, "雄": 256, "セ": 257, "繊": 258, "激": 259, "尚": 260, "回": 261, "頓": 262, "額": 263, "葢": 264, "史": 265, "野": 266, "売": 267, "余": 268, "良": 269, "起": 270, "縛": 271, "軽": 272, "驚": 273, "歯": 274, "喧": 275, "茸": 276, "現": 277, "七": 278, "う": 279, "零": 280, "ダ": 281, "ギ": 282, "村": 283, "土": 284, "巻": 285, "宜": 286, "り": 287, "伸": 288, "双": 289, "卵": 290, "築": 291, "者": 292, "炭": 293, "勝": 294, "妾": 295, "籍": 296, "ネ": 297, "図": 298, "堪": 299, "て": 300, "経": 301, "ご": 302, "赤": 303, "巫": 304, "酷": 305, "焉": 306, "校": 307, "女": 308, "泳": 309, "刀": 310, "玩": 311, "忙": 312, "叮": 313, "早": 314, "度": 315, "ぬ": 316, "妙": 317, "緩": 318, "木": 319, "躇": 320, "皺": 321, "惹": 322, "踊": 323, "わ": 324, "千": 325, "雨": 326, "眼": 327, "寧": 328, "な": 329, "テ": 330, "肌": 331, "部": 332, "鹸": 333, "劫": 334, "少": 335, "釈": 336, "感": 337, "臥": 338, "エ": 339, "太": 340, "十": 341, "嵩": 342, "曜": 343, "駁": 344, "窒": 345, "祷": 346, "命": 347, "突": 348, "反": 349, "盾": 350, "君": 351, "欠": 352, "盆": 353, "広": 354, "載": 355, "貸": 356, "通": 357, "頼": 358, "脹": 359, "寿": 360, "ぴ": 361, "篏": 362, "可": 363, "紳": 364, "禰": 365, "吐": 366, "服": 367, "祖": 368, "機": 369, "責": 370, "英": 371, "襲": 372, "擱": 373, "洋": 374, "沢": 375, "看": 376, "分": 377, "遂": 378, "罵": 379, "制": 380, "曲": 381, "魔": 382, "嚢": 383, "、": 384, "僧": 385, "婚": 386, "殊": 387, "属": 388, "憶": 389, "朱": 390, "財": 391, "情": 392, "ま": 393, "容": 394, "拭": 395, "希": 396, "昔": 397, "懇": 398, "暗": 399, "落": 400, "ワ": 401, "店": 402, "互": 403, "爆": 404, "期": 405, "音": 406, "靠": 407, "卒": 408, "古": 409, "復": 410, "砲": 411, "留": 412, "足": 413, "聖": 414, "補": 415, "我": 416, "利": 417, "参": 418, "穿": 419, "稿": 420, "午": 421, "嬌": 422, "小": 423, "久": 424, "御": 425, "ク": 426, "慌": 427, "ー": 428, "交": 429, "蔵": 430, "倚": 431, "解": 432, "加": 433, "賞": 434, "講": 435, "遅": 436, "大": 437, "瞥": 438, "汰": 439, "疎": 440, "貧": 441, "酒": 442, "冊": 443, "高": 444, "界": 445, "臨": 446, "執": 447, "時": 448, "跡": 449, "豆": 450, "排": 451, "張": 452, "遇": 453, "バ": 454, "投": 455, "着": 456, "箪": 457, "森": 458, "整": 459, "妹": 460, "密": 461, "予": 462, "鳥": 463, "描": 464, "装": 465, "ゅ": 466, "黒": 467, "秩": 468, "嘆": 469, "倒": 470, "媚": 471, "評": 472, "幼": 473, "凸": 474, "存": 475, "販": 476, "燐": 477, "蒲": 478, "俵": 479, "悪": 480, "位": 481, "信": 482, "云": 483, "婦": 484, "揶": 485, "肘": 486, "杯": 487, "紫": 488, "菓": 489, "戒": 490, "徒": 491, "頑": 492, "監": 493, "噂": 494, "代": 495, "淀": 496, "ば": 497, "沙": 498, "く": 499, "含": 500, "近": 501, "タ": 502, "二": 503, "嬉": 504, "縁": 505, "束": 506, "鮮": 507, "下": 508, "鼬": 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609, "仏": 610, "買": 611, "嚀": 612, "メ": 613, "節": 614, "必": 615, "忠": 616, "擽": 617, "料": 618, "窟": 619, "ソ": 620, "蟠": 621, "吏": 622, "酌": 623, "年": 624, "治": 625, "条": 626, "芝": 627, "勉": 628, "俎": 629, "は": 630, "ボ": 631, "陰": 632, "拘": 633, "羨": 634, "正": 635, "盗": 636, "鎮": 637, "宝": 638, "招": 639, "笑": 640, "唐": 641, "緑": 642, "合": 643, "虚": 644, "据": 645, "遍": 646, "楽": 647, "狂": 648, "穴": 649, "眺": 650, "織": 651, "尨": 652, "営": 653, "適": 654, "傷": 655, "封": 656, "或": 657, "沈": 658, "背": 659, "申": 660, "伝": 661, "池": 662, "遮": 663, "特": 664, "詩": 665, "幸": 666, "誕": 667, "凡": 668, "ヒ": 669, "鰻": 670, "崩": 671, "術": 672, "避": 673, "捨": 674, "換": 675, "緊": 676, "灯": 677, "へ": 678, "柿": 679, "肩": 680, "沓": 681, "完": 682, "歩": 683, "固": 684, "映": 685, "寄": 686, "上": 687, "貰": 688, " ": 689, "一": 690, "別": 691, "め": 692, "街": 693, "託": 694, "苦": 695, "過": 696, "・": 697, "三": 698, "屋": 699, "添": 700, "ッ": 701, "ぎ": 702, "裁": 703, "果": 704, "学": 705, "毒": 706, "盛": 707, "熱": 708, "潜": 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709, "拶": 710, "持": 711, "指": 712, "挑": 713, "挙": 714, "挟": 715, "挨": 716, "挫": 717, "振": 718, "捕": 719, "捨": 720, "掃": 721, "授": 722, "掛": 723, "探": 724, "接": 725, "控": 726, "推": 727, "掻": 728, "揃": 729, "揉": 730, "描": 731, "提": 732, "揚": 733, "換": 734, "握": 735, "揮": 736, "援": 737, "揺": 738, "損": 739, "搬": 740, "摩": 741, "摺": 742, "撃": 743, "撤": 744, "撫": 745, "撮": 746, "撲": 747, "擦": 748, "支": 749, "改": 750, "攻": 751, "放": 752, "政": 753, "故": 754, "敏": 755, "救": 756, "敗": 757, "教": 758, "散": 759, "敬": 760, "数": 761, "整": 762, "敵": 763, "敷": 764, "文": 765, "料": 766, "斥": 767, "斬": 768, "断": 769, "新": 770, "方": 771, "旅": 772, "族": 773, "既": 774, "日": 775, "旦": 776, "旧": 777, "旨": 778, "早": 779, "旬": 780, "明": 781, "易": 782, "昔": 783, "星": 784, "映": 785, "春": 786, "昧": 787, "昨": 788, "是": 789, "昼": 790, "時": 791, "晩": 792, "普": 793, "景": 794, "晴": 795, "晶": 796, "暁": 797, "暑": 798, "暖": 799, "暗": 800, "暴": 801, "暸": 802, "曜": 803, "曝": 804, "曲": 805, "更": 806, "書": 807, "替": 808, "最": 809, "月": 810, "有": 811, "服": 812, "望": 813, "朝": 814, "期": 815, "木": 816, "未": 817, "末": 818, "本": 819, "札": 820, "机": 821, "材": 822, "村": 823, "束": 824, "条": 825, "来": 826, "杯": 827, "東": 828, "松": 829, "板": 830, "析": 831, "枕": 832, "林": 833, "枚": 834, "果": 835, "枝": 836, "柄": 837, "染": 838, "柔": 839, "柱": 840, "栄": 841, "校": 842, "株": 843, "核": 844, "根": 845, "格": 846, "案": 847, "械": 848, "棒": 849, "棟": 850, "椅": 851, "植": 852, "検": 853, "業": 854, "極": 855, "楽": 856, "概": 857, "構": 858, "様": 859, "標": 860, "模": 861, "権": 862, "横": 863, "樹": 864, "橋": 865, "機": 866, "檎": 867, "欠": 868, "次": 869, "欧": 870, "欲": 871, "歌": 872, "止": 873, "正": 874, "武": 875, "歩": 876, "歯": 877, "歳": 878, "死": 879, "殊": 880, "残": 881, "段": 882, "殺": 883, "母": 884, "毎": 885, "毒": 886, "比": 887, "毛": 888, "氏": 889, "民": 890, "気": 891, "水": 892, "永": 893, "求": 894, "汗": 895, "汚": 896, "池": 897, "決": 898, "汽": 899, "沈": 900, "沢": 901, "河": 902, "沸": 903, "油": 904, "治": 905, "沿": 906, "況": 907, "泉": 908, "泊": 909, "法": 910, "波": 911, "泣": 912, "泥": 913, "注": 914, "泳": 915, "洋": 916, "洗": 917, "津": 918, "洩": 919, "活": 920, "派": 921, "流": 922, "浮": 923, "海": 924, "浸": 925, "消": 926, "涙": 927, "液": 928, "淡": 929, "深": 930, "混": 931, "清": 932, "渇": 933, "済": 934, "渉": 935, "減": 936, "渡": 937, "温": 938, "測": 939, "港": 940, "湖": 941, "湯": 942, "満": 943, "源": 944, "準": 945, "溜": 946, "滅": 947, "滑": 948, "滞": 949, "漁": 950, "漂": 951, "漆": 952, "演": 953, "漢": 954, "漫": 955, "潔": 956, "潜": 957, "潰": 958, "澄": 959, "澤": 960, "激": 961, "濃": 962, "濯": 963, "火": 964, "灯": 965, "灰": 966, "炎": 967, "炭": 968, "点": 969, "為": 970, "烈": 971, "無": 972, "焦": 973, "然": 974, "焼": 975, "煙": 976, "照": 977, "煩": 978, "熟": 979, "熱": 980, "燃": 981, "爆": 982, "爪": 983, "父": 984, "爺": 985, "片": 986, "版": 987, "牛": 988, "物": 989, "牲": 990, "特": 991, "犠": 992, "犬": 993, "犯": 994, "状": 995, "狂": 996, "独": 997, "狭": 998, "猟": 999, "猫": 1000, "猿": 1001, "獣": 1002, "玄": 1003, "率": 1004, "玉": 1005, "王": 1006, "現": 1007, "球": 1008, "理": 1009, "璧": 1010, "環": 1011, "瓶": 1012, "甞": 1013, "生": 1014, "産": 1015, "用": 1016, "田": 1017, "由": 1018, "甲": 1019, "申": 1020, "男": 1021, "町": 1022, "画": 1023, "界": 1024, "留": 1025, "略": 1026, "番": 1027, "異": 1028, "畳": 1029, "疎": 1030, "疑": 1031, "疲": 1032, "病": 1033, "症": 1034, "痕": 1035, "痛": 1036, "痩": 1037, "療": 1038, "癒": 1039, "発": 1040, "登": 1041, "白": 1042, "百": 1043, "的": 1044, "皆": 1045, "皇": 1046, "皮": 1047, "皿": 1048, "盆": 1049, "盛": 1050, "盟": 1051, "目": 1052, "直": 1053, "相": 1054, "盾": 1055, "省": 1056, "眉": 1057, "看": 1058, "県": 1059, "真": 1060, "眠": 1061, "眺": 1062, "眼": 1063, "着": 1064, "睡": 1065, "瞬": 1066, "矛": 1067, "知": 1068, "短": 1069, "矯": 1070, "石": 1071, "砂": 1072, "砲": 1073, "破": 1074, "硝": 1075, "硫": 1076, "確": 1077, "示": 1078, "礼": 1079, "社": 1080, "祖": 1081, "神": 1082, "禁": 1083, "福": 1084, "秀": 1085, "私": 1086, "秋": 1087, "科": 1088, "秘": 1089, "称": 1090, "移": 1091, "程": 1092, "税": 1093, "種": 1094, "稽": 1095, "穀": 1096, "積": 1097, "穴": 1098, "空": 1099, "突": 1100, "窓": 1101, "窟": 1102, "窮": 1103, "立": 1104, "竜": 1105, "章": 1106, "端": 1107, "競": 1108, "竹": 1109, "笑": 1110, "符": 1111, "第": 1112, "筆": 1113, "等": 1114, "筋": 1115, "筒": 1116, "答": 1117, "策": 1118, "箋": 1119, "算": 1120, "管": 1121, "箱": 1122, "節": 1123, "範": 1124, "築": 1125, "篤": 1126, "簡": 1127, "籍": 1128, "籠": 1129, "米": 1130, "粉": 1131, "精": 1132, "糖": 1133, "糞": 1134, "約": 1135, "納": 1136, "紙": 1137, "級": 1138, "素": 1139, "紫": 1140, "細": 1141, "終": 1142, "組": 1143, "経": 1144, "結": 1145, "絡": 1146, "給": 1147, "統": 1148, "絵": 1149, "絶": 1150, "継": 1151, "続": 1152, "綱": 1153, "綺": 1154, "綿": 1155, "緊": 1156, "総": 1157, "���": 1158, "緒": 1159, "線": 1160, "締": 1161, "編": 1162, "緩": 1163, "練": 1164, "縁": 1165, "縮": 1166, "繋": 1167, "織": 1168, "繰": 1169, "纏": 1170, "罪": 1171, "置": 1172, "罹": 1173, "美": 1174, "群": 1175, "義": 1176, "羽": 1177, "習": 1178, "翻": 1179, "翼": 1180, "老": 1181, "考": 1182, "者": 1183, "耳": 1184, "聖": 1185, "聞": 1186, "聯": 1187, "聴": 1188, "職": 1189, "肉": 1190, "肝": 1191, "肥": 1192, "肩": 1193, "肯": 1194, "育": 1195, "胆": 1196, "背": 1197, "胸": 1198, "能": 1199, "脅": 1200, "脇": 1201, "脈": 1202, "脚": 1203, "脱": 1204, "脳": 1205, "腐": 1206, "腕": 1207, "腰": 1208, "腹": 1209, "膜": 1210, "膝": 1211, "膨": 1212, "膳": 1213, "臓": 1214, "臥": 1215, "自": 1216, "臭": 1217, "至": 1218, "致": 1219, "興": 1220, "舎": 1221, "舗": 1222, "舞": 1223, "航": 1224, "般": 1225, "船": 1226, "艦": 1227, "良": 1228, "色": 1229, "芝": 1230, "花": 1231, "芸": 1232, "芽": 1233, "若": 1234, "苦": 1235, "英": 1236, "茶": 1237, "草": 1238, "荒": 1239, "荷": 1240, "菌": 1241, "菜": 1242, "華": 1243, "落": 1244, "葉": 1245, "著": 1246, "葬": 1247, "蒼": 1248, "蔑": 1249, "蔭": 1250, "蔵": 1251, "薄": 1252, "薩": 1253, "薬": 1254, "藤": 1255, "藩": 1256, "虐": 1257, "虚": 1258, "虫": 1259, "蚕": 1260, "蛇": 1261, "融": 1262, "血": 1263, "衆": 1264, "行": 1265, "術": 1266, "街": 1267, "衝": 1268, "衣": 1269, "表": 1270, "袋": 1271, "袍": 1272, "袖": 1273, "被": 1274, "袴": 1275, "裁": 1276, "裂": 1277, "装": 1278, "裏": 1279, "裕": 1280, "補": 1281, "裡": 1282, "裸": 1283, "製": 1284, "襟": 1285, "襲": 1286, "西": 1287, "要": 1288, "覆": 1289, "見": 1290, "規": 1291, "視": 1292, "覚": 1293, "覧": 1294, "親": 1295, "観": 1296, "角": 1297, "解": 1298, "触": 1299, "言": 1300, "計": 1301, "訊": 1302, "訓": 1303, "記": 1304, "訪": 1305, "設": 1306, "許": 1307, "訳": 1308, "訴": 1309, "診": 1310, "証": 1311, "評": 1312, "詞": 1313, "試": 1314, "詩": 1315, "詫": 1316, "詰": 1317, "話": 1318, "詳": 1319, "誇": 1320, "認": 1321, "誘": 1322, "語": 1323, "誠": 1324, "誤": 1325, "説": 1326, "読": 1327, "誰": 1328, "課": 1329, "調": 1330, "談": 1331, "請": 1332, "論": 1333, "諸": 1334, "諾": 1335, "謝": 1336, "識": 1337, "警": 1338, "議": 1339, "譲": 1340, "護": 1341, "讃": 1342, "谷": 1343, "豚": 1344, "象": 1345, "負": 1346, "財": 1347, "貢": 1348, "貧": 1349, "貨": 1350, "販": 1351, "貫": 1352, "責": 1353, "貯": 1354, "貰": 1355, "貴": 1356, "買": 1357, "貸": 1358, "費": 1359, "賃": 1360, "資": 1361, "賑": 1362, "賛": 1363, "賞": 1364, "賢": 1365, "質": 1366, "贅": 1367, "贈": 1368, "赤": 1369, "走": 1370, "赴": 1371, "起": 1372, "越": 1373, "趣": 1374, "足": 1375, "距": 1376, "跡": 1377, "路": 1378, "跳": 1379, "踏": 1380, "躇": 1381, "躊": 1382, "身": 1383, "車": 1384, "軍": 1385, "軒": 1386, "転": 1387, "軽": 1388, "較": 1389, "載": 1390, "輝": 1391, "輩": 1392, "輪": 1393, "辛": 1394, "辞": 1395, "農": 1396, "辺": 1397, "込": 1398, "迎": 1399, "近": 1400, "返": 1401, "迫": 1402, "迷": 1403, "追": 1404, "退": 1405, "送": 1406, "逃": 1407, "逆": 1408, "透": 1409, "途": 1410, "通": 1411, "速": 1412, "造": 1413, "連": 1414, "週": 1415, "進": 1416, "遂": 1417, "遅": 1418, "遊": 1419, "運": 1420, "遍": 1421, "過": 1422, "道": 1423, "達": 1424, "違": 1425, "遠": 1426, "遣": 1427, "適": 1428, "遮": 1429, "選": 1430, "遺": 1431, "避": 1432, "那": 1433, "邦": 1434, "邪": 1435, "部": 1436, "都": 1437, "配": 1438, "酒": 1439, "酔": 1440, "酢": 1441, "酪": 1442, "酷": 1443, "酸": 1444, "釈": 1445, "里": 1446, "重": 1447, "野": 1448, "量": 1449, "金": 1450, "釣": 1451, "鈴": 1452, "鉄": 1453, "鉢": 1454, "銃": 1455, "銘": 1456, "銭": 1457, "鋭": 1458, "鋼": 1459, "錠": 1460, "錯": 1461, "録": 1462, "鎖": 1463, "鏡": 1464, "鑑": 1465, "長": 1466, "門": 1467, "閃": 1468, "閉": 1469, "開": 1470, "閑": 1471, "間": 1472, "関": 1473, "闇": 1474, "闘": 1475, "阪": 1476, "防": 1477, "附": 1478, "降": 1479, "限": 1480, "院": 1481, "除": 1482, "陥": 1483, "陸": 1484, "険": 1485, "陽": 1486, "隅": 1487, "隊": 1488, "階": 1489, "随": 1490, "隔": 1491, "際": 1492, "障": 1493, "隠": 1494, "隣": 1495, "雄": 1496, "集": 1497, "雑": 1498, "離": 1499, "難": 1500, "雨": 1501, "雲": 1502, "雷": 1503, "電": 1504, "震": 1505, "霊": 1506, "露": 1507, "青": 1508, "静": 1509, "非": 1510, "面": 1511, "革": 1512, "靴": 1513, "音": 1514, "響": 1515, "頁": 1516, "頂": 1517, "頃": 1518, "順": 1519, "預": 1520, "頓": 1521, "領": 1522, "頭": 1523, "頼": 1524, "題": 1525, "額": 1526, "顔": 1527, "願": 1528, "類": 1529, "顧": 1530, "風": 1531, "飛": 1532, "食": 1533, "飯": 1534, "飲": 1535, "飽": 1536, "飾": 1537, "養": 1538, "館": 1539, "首": 1540, "香": 1541, "馬": 1542, "馳": 1543, "駄": 1544, "駅": 1545, "駒": 1546, "騎": 1547, "騒": 1548, "験": 1549, "驚": 1550, "骨": 1551, "高": 1552, "髪": 1553, "魂": 1554, "魅": 1555, "魔": 1556, "魚": 1557, "鮮": 1558, "鳥": 1559, "鳴": 1560, "鶏": 1561, "鹿": 1562, "麗": 1563, "麦": 1564, "麭": 1565, "麺": 1566, "黄": 1567, "黒": 1568, "黙": 1569, "鼻": 1570, "齢": 1571, "０": 1572, "１": 1573, "２": 1574, "３": 1575, "４": 1576, "５": 1577, "６": 1578, "７": 1579, "８": 1580, "９": 1581}
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