概述
该数据包含数千种有关常见医学症状（如“膝盖疼痛”或“头痛”）的语音，总计超过 8 个小时。每种语音都是由个体人类贡献者基于给定的症状所创建。这些音频片段可用于训练医疗领域的会话代理。
该Appen数据集通过多任务工作流而构建。首先是贡献者编写文本短语来描述给定的症状。举例来说，对于“头痛”，贡献者可以写成“我需要治疗我的偏头痛”。后续任务会捕获已被接受的文本字符串的语音。
该数据集包含音频语音和相应的转录文本。
此输入数据由症状提示组成。人工采标者基于这些提示创建他们的文本短语，然后在该工作流中随后的环节中所使用他们来采集语音。上方的“数据 (Data)”选项卡包含有更多信息，以及最终根据这些提示制作的录音数据。
| prompt | ||
|---|---|---|
| Muscle | pain | |
| Cough | ||
| Feeling | cold | |
| Hard | to | breathe |
| Headache | ||
| Stomach | ache | |
| Joint | pain | |
| Internal | pain | |
| Ear | ache | |
| Blurry | vision |
数据
patient_symptom_audio_test.zip |
2.3 GB patient_symptom_audio_train.zip |
160.2 MB patient_symptom_audio_validate.zip |
137.7
recordings-overview.csv |
1.7 MBrecordings-overview.csv
| audio_clipping | audio_clipping:confidence | background_noise_audible | background_noise_audible:confidence | overall_quality_of_the_audio | quiet_speaker | quiet_speaker:confidence | speaker_id | file_download | file_name | phrase | prompt | writer_id |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| no_clipping | 1 | light_noise | 1 | 3.33 | audible_speaker | 1 | 43453425 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43453425_58166571.wav&key=test_key_TISTK | 1249120_43453425_58166571.wav | When I remember her I feel down | Emotional pain | 21665495 |
| light_clipping | 0.6803 | no_noise | 0.6803 | 3.33 | audible_speaker | 1 | 43719934 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43719934_43347848.wav&key=test_key_TISTK | 1249120_43719934_43347848.wav | When I carry heavy things I feel like breaking my back | Hair falling out | 44088126 |
| no_clipping | 1 | no_noise | 0.6655 | 3.33 | audible_speaker | 1 | 43719934 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43719934_53187202.wav&key=test_key_TISTK | 1249120_43719934_53187202.wav | there is too much pain when i move my arm | Heart hurts | 44292353 |
| no_clipping | 1 | light_noise | 1 | 3.33 | audible_speaker | 1 | 31349958 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_31349958_55816195.wav&key=test_key_TISTK | 1249120_31349958_55816195.wav | My son had his lip pierced and it is swollen and the skin inside on his lip is grey and looks infected. | Infected wound | 43755034 |
| no_clipping | 1 | no_noise | 1 | 4.67 | audible_speaker | 1 | 43719934 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43719934_82524191.wav&key=test_key_TISTK | 1249120_43719934_82524191.wav | My muscles in my lower back are aching | Infected wound | 21665495 |
| no_clipping | 1 | no_noise | 1 | 3.67 | audible_speaker | 1 | 40663048 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_40663048_42741720.wav&key=test_key_TISTK | 1249120_40663048_42741720.wav | I have muscle pain in my left leg | Shoulder pain | 43913997 |
| no_clipping | 1 | no_noise | 1 | 4.25 | audible_speaker | 1 | 15004831 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_15004831_21919890.wav&key=test_key_TISTK | 1249120_15004831_21919890.wav | I have cut my finger because of playing football and I have to apply pain relief cream but it does not help | Injury from sports | 43318517 |
| no_clipping | 0.6978 | no_noise | 1 | 3.67 | audible_speaker | 1 | 14353703 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_14353703_93481996.wav&key=test_key_TISTK | 1249120_14353703_93481996.wav | I have acne in my face and other problems in my derma like itching | Skin issue | 44066678 |
| no_clipping | 1 | no_noise | 0.6879 | 3.33 | audible_speaker | 1 | 43719934 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43719934_85316490.wav&key=test_key_TISTK | 1249120_43719934_85316490.wav | I have a strange rash on my arm | Foot ache | 44130352 |
| no_clipping | 1 | light_noise | 1 | 3.33 | audible_speaker | 1 | 44197979 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_44197979_23991689.wav&key=test_key_TISTK | 1249120_44197979_23991689.wav | I have a sharp pain in my lower stomach. | Stomach ache | 14026697 |
| no_clipping | 1 | no_noise | 1 | 3.67 | audible_speaker | 1 | 40401830 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_40401830_91347010.wav&key=test_key_TISTK | 1249120_40401830_91347010.wav | i have a knee pain when i walk a lot | Knee pain | 21665495 |
| no_clipping | 1 | no_noise | 1 | 3 | audible_speaker | 1 | 33905644 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_33905644_94419450.wav&key=test_key_TISTK | 1249120_33905644_94419450.wav | dr. I feel a strange and powerful pain inside my rib cage | Heart hurts | 13121046 |
| no_clipping | 0.6609 | light_noise | 0.3391 | 3 | audible_speaker | 0.6735 | 44174241 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_44174241_12756709.wav&key=test_key_TISTK | 1249120_44174241_12756709.wav | Don't cry | Joint pain | 44118742 |
| no_clipping | 1 | no_noise | 1 | 3.67 | audible_speaker | 1 | 40663048 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_40663048_59137120.wav&key=test_key_TISTK | 1249120_40663048_59137120.wav | I have for dia | Heart hurts | 44130352 |
| no_clipping | 1 | light_noise | 0.3416 | 4 | audible_speaker | 0.6716 | 43105396 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43105396_81563216.wav&key=test_key_TISTK | 1249120_43105396_81563216.wav | I used to be out of breath after going up a dozen of stairs, but now I struggle to breath even when I sit down. | Hard to breath | 44130352 |
| no_clipping | 1 | no_noise | 1 | 4 | audible_speaker | 1 | 40663048 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_40663048_86760636.wav&key=test_key_TISTK | 1249120_40663048_86760636.wav | i feel that it's hard to breath for me specially after running or making any effort | Hard to breath | 44150058 |
| no_clipping | 1 | light_noise | 0.6854 | 3.33 | audible_speaker | 1 | 44415714 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_44415714_12774994.wav&key=test_key_TISTK | 1249120_44415714_12774994.wav | I read a book for along time and when I finished reading I feel head ache | Head ache | 43949040 |
| no_clipping | 1 | no_noise | 0.6579 | 3.33 | audible_speaker | 1 | 43719934 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43719934_42637884.wav&key=test_key_TISTK | 1249120_43719934_42637884.wav | i cant sleep because of cold | Injury from sports | 44150058 |
| no_clipping | 1 | light_noise | 0.6479 | 3.67 | audible_speaker | 1 | 43105396 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43105396_85779128.wav&key=test_key_TISTK | 1249120_43105396_85779128.wav | My infected wound cause fever | Skin issue | 44140394 |
| no_clipping | 1 | no_noise | 1 | 3 | audible_speaker | 1 | 43719934 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43719934_88984375.wav&key=test_key_TISTK | 1249120_43719934_88984375.wav | I lose a lot of my hair | Body feels weak | 42082009 |
| no_clipping | 1 | no_noise | 1 | 4.33 | audible_speaker | 1 | 43719934 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43719934_66133523.wav&key=test_key_TISTK | 1249120_43719934_66133523.wav | i feel dizzy after severe diarrhea | Feeling dizzy | 44164300 |
| no_clipping | 0.6986 | light_noise | 1 | 3 | audible_speaker | 1 | 39675900 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_39675900_84254781.wav&key=test_key_TISTK | 1249120_39675900_84254781.wav | I feel a pain in my back | Back pain | 44045955 |
| no_clipping | 1 | no_noise | 0.6892 | 3 | audible_speaker | 1 | 43719934 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_43719934_29460358.wav&key=test_key_TISTK | 1249120_43719934_29460358.wav | Laceration, rupture or opening in the skin | Open wound | 44218005 |
| no_clipping | 0.6438 | light_noise | 0.6438 | 3.33 | audible_speaker | 1 | 39675900 | https://ml.sandbox.cf3.us/cgi-bin/index.cgi?download=1249120_39675900_33417205.wav&key=test_key_TISTK | 1249120_39675900_33417205.wav | My back hurts me and i can't bend it or walk | Back pain | 44150058 |
You are previewing the first 25 rows of this dataset. Download this file for the full dataset.
| Column Name | Column Description |
|---|---|
| audio_clipping | Indicates if the audio needs to be clipped |
| audio_clipping:confidence | Judgment agreement on the previous field |
| background_noise_audible | Indicates if the audio has background noise |
| background_noise_audible:confidence | Judgment agreement on the previous field |
| overall_quality_of_the_audio | Quality rating on the audio |
| quiet_speaker | Indicates if the audio has was provided by a quiet speaker |
| quiet_speaker:confidence | Judgment agreement on the previous field |
| speaker_id | Reference to the provider of the original recording |
| file_download | Reference URL to the downloadable audio file |
| file_name | Filename for the audio file |
| phrase | The transcribed phrase |
| prompt | The original provided medical scenerio |
| writer_id | Reference to the provider of the original phrase |
