{
  "object": "benchmark.dataset_manifest",
  "benchmark": "speech-emotion-bench",
  "evaluation_date": "2026-07-11",
  "sample_count": 64384,
  "source_count": 50,
  "audio": {
    "sample_rate_hz": 16000,
    "channels": 1,
    "maximum_duration_seconds": 16
  },
  "labels": [
    "anger",
    "happiness",
    "sadness",
    "fear",
    "disgust",
    "surprise",
    "neutral"
  ],
  "inclusion": "Held-out examples with decodable audio and a reference label that maps to the shared seven-class taxonomy.",
  "exclusion": "Undecodable audio and examples without a mappable reference label are excluded before the fixed manifest is created. Model refusals and inference errors remain in scoring.",
  "redistribution": "This manifest publishes source identifiers and counts. Audio remains subject to each source dataset's license and is not republished by Oruk.",
  "sources": [
    { "source": "ATH-MaaS/CSEMOTIONS", "samples": 413 },
    { "source": "AudioLLMs/meld_emotion_test", "samples": 2571 },
    { "source": "Bill13579/EmoV_DB-mirror", "samples": 682 },
    { "source": "BillyLin/CASIA_speech_emotion_recognition#manifest", "samples": 103 },
    { "source": "FatimahEmadEldin/Arabic-Emotional-Audio-Dataset-Baved#manifest", "samples": 149 },
    { "source": "FatimahEmadEldin/Yemeni-Speech-Emotion-Dataset#manifest", "samples": 395 },
    { "source": "Hemg/Emotion-audio-Dataset", "samples": 1212 },
    { "source": "Martingkc/processed_audio_tr-with-emotions", "samples": 14 },
    { "source": "MrlolDev/voxtral-emotion-speech", "samples": 115 },
    { "source": "NathanRoll/eng-sports-radio-psst-iu-emotion-splits", "samples": 88 },
    { "source": "NathanRoll/speech-emotion-dataset-consolidated#AESDD", "samples": 52 },
    { "source": "NathanRoll/speech-emotion-dataset-consolidated#IEMOCAP", "samples": 984 },
    { "source": "NathanRoll/speech-emotion-dataset-consolidated#JVNV", "samples": 145 },
    { "source": "NathanRoll/speech-emotion-dataset-consolidated#THAI_SER", "samples": 1415 },
    { "source": "NathanRoll/speech-emotion-dataset-english#EMNS", "samples": 122 },
    { "source": "NathanRoll/speech-emotion-dataset-english#JL-Corpus", "samples": 156 },
    { "source": "NathanRoll/speech-emotion-dataset-english#eNTERFACE", "samples": 133 },
    { "source": "RapidOrc121/audio-emotion-detection-dataset#manifest", "samples": 8 },
    { "source": "RijoSLal/SpeechEmotionClassification", "samples": 26326 },
    { "source": "Thanushs25/tamil-audio-emotion-classification#manifest", "samples": 14 },
    { "source": "VibeCheck1/VibeCheckAudio_EmotionSpeech", "samples": 4874 },
    { "source": "akhmedsakip/ravdess-singing-emotions", "samples": 290 },
    { "source": "akuzdeuov/emovoice", "samples": 2223 },
    { "source": "amu-cai/CAMEO#emozionalmente", "samples": 742 },
    { "source": "amu-cai/CAMEO#mesd", "samples": 94 },
    { "source": "amu-cai/CAMEO#nemo", "samples": 438 },
    { "source": "amu-cai/CAMEO#oreau", "samples": 49 },
    { "source": "amu-cai/CAMEO#pavoque", "samples": 560 },
    { "source": "amu-cai/CAMEO#resd", "samples": 148 },
    { "source": "audio-safety-group/AdvBench_Emotion#manifest", "samples": 590 },
    { "source": "celeste-ai/emotional-speech-audio", "samples": 1 },
    { "source": "confit/cremad-parquet", "samples": 2733 },
    { "source": "confit/emodb-parquet", "samples": 257 },
    { "source": "confit/ravdess-parquet", "samples": 820 },
    { "source": "datahiveai/arabic-multidialect-emotional-speech-demo#matched", "samples": 44 },
    { "source": "iFaz/common_voice_17_0_emotion_25k_Whisper_Compatible", "samples": 1397 },
    { "source": "iFaz/common_voice_17_0_emotion_5k_Whisper_Compatible", "samples": 779 },
    { "source": "kaushalgawri/emotion_dataset_for_tts_with_transcriptions_and_reference_voice_v1", "samples": 2618 },
    { "source": "maddi99/bengali-SUBESCO", "samples": 744 },
    { "source": "minoosh/shEMO_speech", "samples": 806 },
    { "source": "nsr51324/Speech_Emotion_Recognition#manifest", "samples": 239 },
    { "source": "sarthwa8/indian-tts-emotion-60min", "samples": 12 },
    { "source": "stapesai/ssi-speech-emotion-recognition#SAVEE", "samples": 113 },
    { "source": "stapesai/ssi-speech-emotion-recognition#TESS", "samples": 751 },
    { "source": "sumedhu/hindi-emotion-voice-references#hindi_manifest", "samples": 715 },
    { "source": "thenewsupercell/audio_emotion_dataset", "samples": 3623 },
    { "source": "thucdangvan020999/emotion_audio#manifest", "samples": 39 },
    { "source": "yukat237/emotional-speech-audio-dataset-3eng-4noneng#CaFE", "samples": 18 },
    { "source": "yukat237/emotional-speech-audio-dataset-3eng-4noneng#ESD", "samples": 3445 },
    { "source": "yukat237/emotional-speech-audio-dataset-4languages", "samples": 125 }
  ]
}