| --- |
| dataset_info: |
| features: |
| - name: speaker_id |
| dtype: string |
| - name: emotion |
| dtype: string |
| - name: emotion_intensity |
| dtype: string |
| - name: transcript |
| dtype: string |
| - name: repetition |
| dtype: string |
| - name: language |
| dtype: string |
| - name: audio |
| dtype: audio |
| - name: gender |
| dtype: string |
| - name: age |
| dtype: string |
| - name: race |
| dtype: string |
| - name: ethnicity |
| dtype: string |
| splits: |
| - name: jlcorpus |
| num_bytes: 448531424.8 |
| num_examples: 2400 |
| - name: ravdess |
| num_bytes: 592549048.8 |
| num_examples: 1440 |
| - name: enterface |
| num_bytes: 656498481.817 |
| num_examples: 1287 |
| - name: mead |
| num_bytes: 2763409133.106 |
| num_examples: 31734 |
| - name: esd |
| num_bytes: 3267036036.0 |
| num_examples: 35000 |
| - name: cremad |
| num_bytes: 610714547.78 |
| num_examples: 7442 |
| - name: savee |
| num_bytes: 59059712.0 |
| num_examples: 480 |
| download_size: 8226860408 |
| dataset_size: 8397798384.3029995 |
| configs: |
| - config_name: default |
| data_files: |
| - split: jlcorpus |
| path: data/jlcorpus-* |
| - split: ravdess |
| path: data/ravdess-* |
| - split: enterface |
| path: data/enterface-* |
| - split: mead |
| path: data/mead-* |
| - split: esd |
| path: data/esd-* |
| - split: cremad |
| path: data/cremad-* |
| - split: savee |
| path: data/savee-* |
| --- |
| |
| # Emotion Datasets |
|
|
| This dataset is a collection of several emotion datasets: JL Corpus, RAVDESS, eNTERFACE, MEAD, ESD, and CREMA-D. |
|
|
| Example: |
|
|
| ```json |
| { |
| "speaker_id": "crema-d-speaker-1067", # Speaker ID |
| "emotion": "angry", # Emotion label |
| "emotion_intensity": "medium", # Emotion intensity |
| "transcript": "It's eleven o'clock.", # Transcript |
| "repetition": "null", # Repetition |
| "language": "English", # Language |
| "audio": "...", # Audio file |
| "gender": "male", # Gender |
| "age": "66", # Age group |
| "race": "Caucasian", # Race |
| "ethnicity": "Non-Hispanic" # Ethnicity |
| } |
| ``` |
|
|
| ## jlcorpus |
|
|
| **Labels**: speaker_id, emotion, transcript, language, gender |
| |
| **Emotions**: happy, concerned, excited, anxious, assertive, apologetic, angry, neutral, sad, encouraging |
| |
| **Emotion Intensities**: None |
| |
| **Languages**: English |
| |
| **Num unique transcripts: 29** |
| |
| **Multiple emotions for the same transcript**: Yes |
| |
| |
| | Transcript | Emotion | Count | |
| | --- | --- | --- | |
| | Carl leaps into a jeep. | angry | 16 | |
| | Carl leaps into a jeep. | anxious | 16 | |
| | Carl leaps into a jeep. | apologetic | 16 | |
| | Carl leaps into a jeep. | assertive | 16 | |
| | Carl leaps into a jeep. | concerned | 16 | |
| | Carl leaps into a jeep. | encouraging | 16 | |
| | Carl leaps into a jeep. | excited | 16 | |
| | ... | ... | ... | |
| |
| |
| |
| ## ravdess |
| |
| **Labels**: speaker_id, emotion, emotion_intensity, transcript, repetition, language, gender |
| |
| **Emotions**: angry, happy, disgust, fearful, calm, surprised, neutral, sad |
| |
| **Emotion Intensities**: strong, normal |
| |
| **Languages**: English |
| |
| **Num unique transcripts: 2** |
| |
| **Multiple emotions for the same transcript**: Yes |
| |
| |
| | Transcript | Emotion | Emotion Intensity | Count | |
| | --- | --- | --- | --- | |
| | Dogs are sitting by the door | angry | normal | 48 | |
| | Dogs are sitting by the door | angry | strong | 48 | |
| | Dogs are sitting by the door | calm | normal | 48 | |
| | Dogs are sitting by the door | calm | strong | 48 | |
| | Dogs are sitting by the door | disgust | normal | 48 | |
| | Dogs are sitting by the door | disgust | strong | 48 | |
| | Dogs are sitting by the door | fearful | normal | 48 | |
| | ... | ... | ... | ... | |
| |
| |
| |
| ## enterface |
| |
| **Labels**: speaker_id, emotion, transcript, language |
|
|
| **Emotions**: anger, disgust, fear, happiness, sadness, surprise |
|
|
| **Emotion Intensities**: None |
|
|
| **Languages**: English |
|
|
| **Num unique transcripts: 30** |
|
|
| **Multiple emotions for the same transcript**: No |
|
|
|
|
| | Transcript | Emotion | Count | |
| | --- | --- | --- | |
| | Aaaaah a cockroach!!! | disgust | 43 | |
| | Eeeek, this is disgusting!!! | disgust | 43 | |
| | Everything was so perfect! I just don't understand! | sadness | 43 | |
| | He (she) was my life. | sadness | 43 | |
| | I can have you fired you know! | anger | 43 | |
| | I didn't expect that! | surprise | 43 | |
| | I don't care about your coffee! Please serve me! | anger | 43 | |
| | ... | ... | ... | |
|
|
|
|
|
|
| ## mead |
|
|
| **Labels**: speaker_id, emotion, emotion_intensity, language, gender |
|
|
| **Emotions**: contempt, neutral, angry, sad, surprised, fear, happy, disgusted |
|
|
| **Emotion Intensities**: low, medium, high |
|
|
| **Languages**: English |
|
|
| **Multiple emotions for the same transcript**: Unknown |
|
|
|
|
| | Emotion | Count | |
| | --- | --- | |
| | angry | 4194 | |
| | contempt | 4215 | |
| | disgusted | 4284 | |
| | fear | 4251 | |
| | happy | 4294 | |
| | neutral | 1916 | |
| | sad | 4310 | |
| | ... | ... | |
|
|
|
|
|
|
| ## esd |
|
|
| **Labels**: speaker_id, emotion, transcript, language |
| |
| **Emotions**: Happy, Neutral, Surprise, Angry, Sad |
| |
| **Emotion Intensities**: None |
| |
| **Languages**: Chinese, English |
| |
| **Num unique transcripts: 953** |
| |
| **Multiple emotions for the same transcript**: Yes |
| |
| |
| | Transcript | Emotion | Count | |
| | --- | --- | --- | |
| | A boat put out on the bay. | Angry | 10 | |
| | A boat put out on the bay. | Happy | 10 | |
| | A boat put out on the bay. | Neutral | 10 | |
| | A boat put out on the bay. | Sad | 10 | |
| | A boat put out on the bay. | Surprise | 10 | |
| | A deafening chirruping rent the air. | Angry | 10 | |
| | A deafening chirruping rent the air. | Happy | 10 | |
| | ... | ... | ... | |
| |
| |
| |
| ## cremad |
| |
| **Labels**: speaker_id, emotion, emotion_intensity, transcript, language, gender, age, race, ethnicity |
| |
| **Emotions**: fearful, sad, angry, disgust, happy, neutral |
| |
| **Emotion Intensities**: null, high, medium, low |
| |
| **Languages**: English |
| |
| **Num unique transcripts: 12** |
| |
| **Multiple emotions for the same transcript**: Yes |
| |
| |
| | Transcript | Emotion | Emotion Intensity | Count | |
| | --- | --- | --- | --- | |
| | Don't forget a jacket. | angry | null | 91 | |
| | Don't forget a jacket. | disgust | null | 91 | |
| | Don't forget a jacket. | fearful | null | 91 | |
| | Don't forget a jacket. | happy | null | 91 | |
| | Don't forget a jacket. | neutral | null | 91 | |
| | Don't forget a jacket. | sad | null | 91 | |
| | I think I have a doctor's appointment. | angry | null | 90 | |
| | ... | ... | ... | ... | |
| |
| |
| |
| ## savee |
| |
| **Labels**: gender, transcript, emotion |
| |
| **Emotions**: anger, disgust, fear, happiness, neutral, sadness, surprise |
| |
| **Emotion Intensities**: None |
| |
| **Languages**: Unknown |
| |
| **Num unique transcripts: 198** |
| |
| **Multiple emotions for the same transcript**: Yes |
| |
| |
| | Transcript | Emotion | Count | |
| | --- | --- | --- | |
| | A few years later, the dome fell in. | anger | 4 | |
| | A lot of people were roaming the streets in costumes and masks and having a ball. | anger | 1 | |
| | A lot of people will roam the streets in costumes and masks and having a ball. | anger | 2 | |
| | Agricultural products are unevenly distributed. | neutral | 4 | |
| | Allow Levy here, but rationalise all errors. | neutral | 1 | |
| | Allow leeway here, but rationalise all errors. | neutral | 3 | |
| | American newspaper reviewers like to call his plays nihilistic. | sadness | 3 | |
| | ... | ... | ... | |
| |
| |
