{
  "n_samples": 2215,
  "languages": [
    "ach",
    "amh",
    "fat",
    "ful",
    "hau",
    "ibo",
    "kik",
    "lin",
    "lug",
    "luo",
    "mas",
    "nyn",
    "orm",
    "pcm",
    "sid",
    "sna",
    "sog",
    "swa",
    "tir",
    "twi",
    "wal",
    "yor"
  ],
  "ours": {
    "accuracy": 0.9756,
    "macro_f1": 0.9756,
    "avg_latency_ms": 234.92,
    "device": "cpu"
  },
  "baseline_metadata": {
    "audeering_wav2vec2_age_gender": {
      "repo": "audeering/wav2vec2-large-robust-24-ft-age-gender",
      "training_data": "aGender + Common Voice + TIMIT + VoxCeleb2 (EN/DE)",
      "license": "CC-BY-NC-SA-4.0 (non-commercial)",
      "note": "3-way female/male/child softmax, folded to binary (argmax over female/male only)"
    },
    "alefiury_wav2vec2_librispeech": {
      "repo": "alefiury/wav2vec2-large-xlsr-53-gender-recognition-librispeech",
      "training_data": "LibriSpeech train-clean-100 (English, read speech)",
      "license": "Apache-2.0",
      "note": "binary female/male"
    },
    "jaesunghuh_ecapa_voxceleb": {
      "repo": "JaesungHuh/voice-gender-classifier",
      "training_data": "VoxCeleb2 (English-dominant celebrity interviews)",
      "license": "MIT",
      "note": "ECAPA-TDNN, binary female/male"
    },
    "prithivmlmods_common_voice": {
      "repo": "prithivMLmods/Common-Voice-Gender-Detection",
      "training_data": "Common Voice (crowdsourced, English-dominant)",
      "license": "Apache-2.0",
      "note": "binary female/male"
    },
    "griko_svm_ecapa_voxceleb": {
      "repo": "griko/gender_cls_svm_ecapa_voxceleb",
      "training_data": "VoxCeleb2 (English-dominant celebrity interviews)",
      "license": "Apache-2.0",
      "note": "ECAPA-TDNN embeddings + SVM, binary female/male"
    }
  },
  "audeering_wav2vec2_age_gender_gpu": {
    "accuracy": 0.9354,
    "macro_f1": 0.9353,
    "n_scored": 2215,
    "avg_latency_ms": 49.51,
    "device": "cuda"
  },
  "alefiury_wav2vec2_librispeech_gpu": {
    "accuracy": 0.9111,
    "macro_f1": 0.9105,
    "n_scored": 2215,
    "avg_latency_ms": 50.48,
    "device": "cuda"
  },
  "prithivmlmods_common_voice_gpu": {
    "accuracy": 0.94,
    "macro_f1": 0.9399,
    "n_scored": 2215,
    "avg_latency_ms": 18.64,
    "device": "cuda"
  },
  "jaesunghuh_ecapa_voxceleb_gpu": {
    "accuracy": 0.9341,
    "macro_f1": 0.9339,
    "n_scored": 2215,
    "avg_latency_ms": 38.6,
    "device": "cuda"
  },
  "griko_svm_ecapa_voxceleb_cpu": {
    "accuracy": 0.9314,
    "macro_f1": 0.9312,
    "avg_latency_ms": 451.36,
    "device": "cpu"
  },
  "audeering_wav2vec2_age_gender_cpu": {
    "accuracy": 0.9354,
    "macro_f1": 0.9353,
    "n_scored": 2215,
    "avg_latency_ms": 1378.37,
    "device": "cpu"
  }
}