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license: cc-by-4.0 |
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# The Audio, Speech, and Vision Processing Lab - Emotional Sound Database (ASVP - ESD) |
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## ABOUT |
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The Audio, Speech, and Vision Processing Lab - Emotional Sound Database (ASVP - ESD) |
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was created by School of Electronic and Information Engineering, South China University of Technology. |
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## CHOSEN EMOTIONS |
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13 emotions were chosen: |
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1. boredom,sigh |
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2. neutral,calm |
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3. happy,laugh,gaggle |
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4. sad,cry |
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5. angry,grunt,frustration |
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6. fearful,scream,panic |
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7. disgust,dislike,contempt |
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8. surprised,gasp,amazed |
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9. excited |
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10. pleasure |
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11. pain,groan |
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12. disappointment,disapproval |
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13. breath |
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## ORGANISING THE DATABASE |
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### Speech Statistic |
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| Duration Statisitc | Duration | |
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| -------------------------- |:-------------------------------------------------:| |
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| Num. of Clips | 2,150 | |
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| Total Duration | 13347.835 seconds = 222.464 minutes = 3.708 hours | |
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| Max Dur | 32.235 seconds | |
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| Min Dur | 0.287 seconds | |
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| Mean Dur | 6.208 seconds | |
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| Std. Dur | 3.839 seconds | |
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| Num. of Clips > 30 seconds | 1 | |
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| Emotion | Num. of Clips | |
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| ------------------------------- |:-------------:| |
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| 01: boredom, sigh | 81 | |
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| 02: neutral, calm | 657 | |
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| 03: happy, laugh, gaggle | 154 | |
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| 04: sad, cry | 268 | |
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| 05: angry, grunt, frustration | 385 | |
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| 06: fearful, scream, panic | 63 | |
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| 07: disgust, dislike, contempt | 90 | |
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| 08: surprised, hasp, amazed | 144 | |
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| 09: excited | 136 | |
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| 10: pleasure | 15 | |
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| 11: pain, groan | 25 | |
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| 12: disappointmrnt, disapproval | 132 | |
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| 13: breath | 0 | |
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| Emotion Intensity | Num. of Clips | |
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| ----------------- |:-------------:| |
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| 01: normal | 1,783 | |
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| 02: high | 367 | |
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| Gender | Num. of Clips | |
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| ----------- |:-------------:| |
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| 01: male | 1,224 | |
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| 02: female | 926 | |
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| Age Range | Num. of Clips | |
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| ---------- |:-------------:| |
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| 01: >65 | 65 | |
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| 02: 20~65 | 1,914 | |
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| 03: 3<20 | 80 | |
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| 04: <3 | 91 | |
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| Language | Num. of Clips | |
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| ------------- |:-------------:| |
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| 01: Mandarin | 937 | |
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| 02: English | 621 | |
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| 03: French | 175 | |
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| 04: Others | 417 | |
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### Non-Speech Statistic |
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| Duration Statisitc | Duration | |
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| -------------------------- |:-------------------------------------------------:| |
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| Num. of Clips | 5,484 | |
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| Total Duration | 14438.117 seconds = 240.635 minutes = 4.011 hours | |
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| Max Dur | 25.810 seconds | |
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| Min Dur | 0.141 seconds | |
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| Mean Dur | 2.633 seconds | |
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| Std. Dur | 2.720 seconds | |
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| Num. of Clips > 30 seconds | 0 | |
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| Emotion | Num. of Clips | |
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| ------------------------------- |:-------------:| |
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| 01: boredom, sigh | 392 | |
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| 02: neutral, calm | 253 | |
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| 03: happy, laugh, gaggle | 878 | |
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| 04: sad, cry | 383 | |
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| 05: angry, grunt, frustration | 339 | |
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| 06: fearful, scream, panic | 799 | |
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| 07: disgust, dislike, contempt | 473 | |
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| 08: surprised, hasp, amazed | 808 | |
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| 09: excited | 109 | |
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| 10: pleasure | 273 | |
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| 11: pain, groan | 706 | |
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| 12: disappointmrnt, disapproval | 70 | |
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| 13: breath | 1 | |
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| Emotion Intensity | Num. of Clips | |
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| ----------------- |:-------------:| |
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| 01: normal | 4,693 | |
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| 02: high | 791 | |
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| Gender | Num. of Clips | |
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| ----------- |:-------------:| |
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| 01: male | 2,919 | |
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| 02: female | 2,565 | |
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| Age Range | Num. of Clips | |
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| ---------- |:-------------:| |
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| 01: >65 | 73 | |
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| 02: 20~65 | 5,224 | |
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| 03: 3<20 | 100 | |
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| 04: <3 | 87 | |
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| Language | Num. of Clips | |
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| ------------- |:-------------:| |
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| 01: Mandarin | 512 | |
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| 02: English | 3,258 | |
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| 03: French | 109 | |
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| 04: Others | 1,605 | |
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## References |
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1. Dejoli Tientcheu Touko Landry, Qianhua He, Haikang Yan and Yanxiong Li. (2020). ASVP-ESD:A dataset and its benchmark for emotion recognition using both speech and non-speech utterances. Global Scientific Journals, 8(6), 1793-1798. |
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