Emotion Datasets

This dataset is a collection of several emotion datasets: JL Corpus, RAVDESS, eNTERFACE, MEAD, ESD, and CREMA-D.

Example:

{
    "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
...	...	...