Dataset Open Access

The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS)

Livingstone, Steven R.; Russo, Frank A.

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  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.1188976", 
  "container_title": "PLoS ONE", 
  "title": "The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS)", 
  "issued": {
    "date-parts": [
  "abstract": "<p><strong>Contact Information</strong></p>\n\n<p>If you would like further information about the RAVDESS, or if you experience any issues downloading files, please contact us at <a href=\"\"></a>.&nbsp;</p>\n\n<p><strong>Construction and Validation</strong></p>\n\n<p>Construction and perceptual validation of the RAVDESS is described in our Open Access paper in PLoS ONE: Livingstone SR, Russo FA (2018) The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English. PLoS ONE 13(5): e0196391.&nbsp;<a href=\"\"></a>.</p>\n\n<p>The RAVDESS contains 7356 files. Each file&nbsp;was rated 10 times on emotional validity, intensity, and genuineness. Ratings were provided by 247 individuals who were characteristic of untrained adult research participants from North America. A further set of 72 participants provided test-retest data. High levels of emotional validity, interrater reliability,&nbsp;and test-retest intrarater reliability were reported. Validation data is open-access, and can be downloaded along with our paper from <a href=\"\">PLoS ONE</a>.</p>\n\n<p><strong>Description</strong></p>\n\n<p>The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) contains 7356 files (total size: 24.8 GB). The database contains 24 professional actors (12 female, 12 male), vocalizing two lexically-matched statements in a neutral North American accent. Speech includes calm, happy, sad, angry, fearful, surprise, and disgust expressions, and song contains calm, happy, sad, angry, and fearful emotions. Each expression is produced at two levels of emotional intensity (normal, strong), with an additional neutral expression. All conditions are available in three modality formats: Audio-only&nbsp;(16bit, 48kHz .wav), Audio-Video (720p H.264, AAC 48kHz, .mp4), and Video-only (no sound).&nbsp;&nbsp;Note, there are no song files for Actor_18.</p>\n\n<p><em>Audio-only&nbsp;files</em></p>\n\n<p>Audio-only files of all actors (01-24) are available as two separate zip files (~200 MB each):</p>\n\n<ul>\n\t<li>Speech file (, 215 MB) contains 1440 files: 60 trials per actor x 24 actors = 1440.&nbsp;</li>\n\t<li>Song file (, 198 MB) contains 1012 files: 44 trials per actor x 23 actors = 1012.</li>\n</ul>\n\n<p><em>Audio-Visual and Video-only files</em></p>\n\n<p>Video files are provided as separate zip downloads for each actor (01-24, ~500 MB each), and are split into separate speech and song downloads:</p>\n\n<ul>\n\t<li>Speech files ( to collectively contains 2880 files: 60 trials per actor x 2 modalities (AV, VO) x&nbsp;24 actors&nbsp;= 2880.</li>\n\t<li>Song files ( to collectively contains 2024 files: 44 trials per actor x 2 modalities (AV, VO) x&nbsp;23 actors&nbsp;= 2024.</li>\n</ul>\n\n<p><em>File Summary</em></p>\n\n<p>In total, the RAVDESS collection includes 7356 files (2880+2024+1440+1012 files).</p>\n\n<p><strong>License information</strong></p>\n\n<p>The RAVDESS is released under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License,&nbsp;<a href=\"\">CC BY-NA-SC 4.0</a>&nbsp;</p>\n\n<p><strong>How to cite the RAVDESS</strong></p>\n\n<p><em>Academic citation&nbsp;</em><br>\nIf you use the RAVDESS in an academic publication, please use the following citation:&nbsp;</p>\n\n<p>Livingstone SR, Russo FA (2018) The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English. PLoS ONE 13(5): e0196391. <a href=\"\"></a>.<br>\n<br>\n<em>All other attributions&nbsp;</em><br>\nIf you use the RAVDESS in a form other than an academic publication, such as in a blog post, school project, or non-commercial product, please use the following attribution: &quot;<a href=\"\">The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS)</a>&quot; by Livingstone &amp; Russo is licensed under&nbsp;<a href=\"\">CC BY-NA-SC 4.0</a>.</p>\n\n<p><strong>File naming convention</strong></p>\n\n<p>Each of the 7356 RAVDESS files has a unique filename. The filename consists of a 7-part numerical identifier (e.g., 02-01-06-01-02-01-12.mp4). These identifiers define the stimulus characteristics:&nbsp;<br>\n<br>\n<em>Filename identifiers&nbsp;</em></p>\n\n<ul>\n\t<li>Modality (01 = full-AV, 02 = video-only, 03 = audio-only).</li>\n\t<li>Vocal channel (01 = speech, 02 = song).</li>\n\t<li>Emotion (01 = neutral, 02 = calm, 03 = happy, 04 = sad, 05 = angry, 06 = fearful, 07 = disgust, 08 = surprised).</li>\n\t<li>Emotional intensity (01 = normal, 02 = strong). NOTE: There is no strong intensity for the &#39;neutral&#39; emotion.</li>\n\t<li>Statement (01 = &quot;Kids are talking by the door&quot;, 02 = &quot;Dogs are sitting by the door&quot;).</li>\n\t<li>Repetition (01 = 1st repetition, 02 = 2nd repetition).</li>\n\t<li>Actor (01 to 24. Odd numbered actors are male, even numbered actors are female).</li>\n</ul>\n\n<p><br>\n<em>Filename example: 02-01-06-01-02-01-12.mp4&nbsp;</em></p>\n\n<ol>\n\t<li>Video-only (02)</li>\n\t<li>Speech (01)</li>\n\t<li>Fearful (06)</li>\n\t<li>Normal intensity (01)</li>\n\t<li>Statement &quot;dogs&quot; (02)</li>\n\t<li>1st Repetition (01)</li>\n\t<li>12th Actor (12)</li>\n\t<li>Female, as the actor ID number is even.</li>\n</ol>", 
  "author": [
      "family": "Livingstone, Steven R."
      "family": "Russo, Frank A."
  "page": "e0196391", 
  "volume": "13", 
  "note": "Funding Information\nNatural Sciences and Engineering Research Council of Canada: 2012-341583 \nHear the world research chair in music and emotional speech from Phonak", 
  "version": "1.0.0", 
  "type": "dataset", 
  "issue": "5", 
  "id": "1188976"
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