{
  "architecture": "Ninada-24k-StyleTTS2-PLBERT-iSTFTNet",
  "version": "3.0.0",
  "sample_rate": 24000,
  "hop_length": 600,
  "vocab_size": 178,
  "retroflex_lateral_slot": 79,
  "fp32_size_mb": 310.36,
  "q8f16_size_mb": 78.91,
  "pack_info": {
    "converted_w8_initializers": 190,
    "converted_fp16_initializers": 190,
    "saved_mb": 231.48,
    "size_mb": 78.91,
    "pipeline": "W8A32_per_channel + FP16_heads (zero activation quantization)"
  },
  "onnx_file": "onnx/ninada_24k_q8f16.onnx",
  "voices": {
    "sa": {
      "file": "voices/sa.bin",
      "bytes": 522240,
      "shape": [
        510,
        1,
        256
      ],
      "l2_norm_mean": 2.9304
    },
    "hi": {
      "file": "voices/hi.bin",
      "bytes": 522240,
      "shape": [
        510,
        1,
        256
      ],
      "l2_norm_mean": 2.93
    },
    "kn": {
      "file": "voices/kn.bin",
      "bytes": 522240,
      "shape": [
        510,
        1,
        256
      ],
      "l2_norm_mean": 2.9312
    },
    "ta": {
      "file": "voices/ta.bin",
      "bytes": 522240,
      "shape": [
        510,
        1,
        256
      ],
      "l2_norm_mean": 2.9418
    },
    "te": {
      "file": "voices/te.bin",
      "bytes": 522240,
      "shape": [
        510,
        1,
        256
      ],
      "l2_norm_mean": 2.9603
    },
    "ml": {
      "file": "voices/ml.bin",
      "bytes": 522240,
      "shape": [
        510,
        1,
        256
      ],
      "l2_norm_mean": 2.9511
    },
    "female": {
      "file": "voices/female.bin",
      "bytes": 522240,
      "shape": [
        510,
        1,
        256
      ],
      "l2_norm_mean": 2.9688
    }
  },
  "probes": {
    "sa": {
      "ipa": "dʰəɾmɐkʂˈeːtɾeː kʊɾʊkʂˈeːtɾeː səmɐʋˈeːtɑː jʊjˈʊtsɐʋəhᵊ ; mˈɑːmɐkɑːh pˈɑːɳɖɐʋɑːʃʧəɪʋə kɪmɐkˈʊɾʋɐtə sˈʌɲʤɐjə .",
      "num_tokens": 110,
      "duration_sec": 6.8,
      "latency_ms": 1922.7,
      "rtf": 0.2827,
      "rms": 0.1104,
      "peak": 0.6315
    },
    "hi": {
      "ipa": "nəməstˈeː , ˈɑːʤ kˈɑː mˈɔːsəm bəhˈʊt əʧʧʰˈɑː hˈɛː ˈɔːɾ hˈʌm səbʰˈiː sˈɑːtʰ mɪləkˈʌɾ kʰˈʊʃ hˈɛː̃ .",
      "num_tokens": 99,
      "duration_sec": 5.725,
      "latency_ms": 1601.62,
      "rtf": 0.2798,
      "rms": 0.1145,
      "peak": 0.5825
    },
    "kn": {
      "ipa": "nəmɐskˈɑːɾə , ˈɪndʊ bɛŋɡɐɭˈuːɾɪnɐllɪ həʋˈɑːmɑːnə tʊmbˈɑː ʧɛnnˈɑːɡɪdɛ .",
      "num_tokens": 72,
      "duration_sec": 4.75,
      "latency_ms": 1368.43,
      "rtf": 0.2881,
      "rms": 0.1192,
      "peak": 0.6739
    },
    "ta": {
      "ipa": "ʋəɳˈʌkkɐm, ˈɪndɾʊ sɛnnˈʌɪjɪl ʋˈɑːnɪləɪ mɪɡɐʋˈʊm ɪnɪmˈʌɪjɑːɡə ˈʊɭɭɐðʊ , nˈʌndɾɪ .",
      "num_tokens": 82,
      "duration_sec": 5.4,
      "latency_ms": 1525.79,
      "rtf": 0.2826,
      "rms": 0.1111,
      "peak": 0.6402
    },
    "te": {
      "ipa": "nəmɐskˈɑːɾəm, ˈiːɾoːʤʊ hˈʌɪdɐɾɑːbɑːdloː ʋˈɑːtɑːʋɐɾɐɳəm ʧˈɑːlɑː bˈɑːɡʊndɪ .",
      "num_tokens": 76,
      "duration_sec": 4.85,
      "latency_ms": 1403.42,
      "rtf": 0.2894,
      "rms": 0.1166,
      "peak": 0.5954
    },
    "ml": {
      "ipa": "nəmɐskˈɑːɾəm, ˈɪnnə kˈeːɾɐɭɐttɪl ʋˈʌɭɐɾɛ nˈʌllə kˈɑːlɑːʋɐstʰɐjɑːɳə , nˈʌndɪ .",
      "num_tokens": 79,
      "duration_sec": 5.35,
      "latency_ms": 1511.21,
      "rtf": 0.2825,
      "rms": 0.1173,
      "peak": 0.6103
    }
  },
  "vocab": {
    ";": 1,
    ":": 2,
    ",": 3,
    ".": 4,
    "!": 5,
    "?": 6,
    "—": 9,
    "…": 10,
    "\"": 11,
    "(": 12,
    ")": 13,
    "“": 14,
    "”": 15,
    " ": 16,
    "̃": 17,
    "ʣ": 18,
    "ʥ": 19,
    "ʦ": 20,
    "ʨ": 21,
    "ᵝ": 22,
    "ꭧ": 23,
    "A": 24,
    "I": 25,
    "O": 31,
    "Q": 33,
    "S": 35,
    "T": 36,
    "W": 39,
    "Y": 41,
    "ᵊ": 42,
    "a": 43,
    "b": 44,
    "c": 45,
    "d": 46,
    "e": 47,
    "f": 48,
    "h": 50,
    "i": 51,
    "j": 52,
    "k": 53,
    "l": 54,
    "m": 55,
    "n": 56,
    "o": 57,
    "p": 58,
    "q": 59,
    "r": 60,
    "s": 61,
    "t": 62,
    "u": 63,
    "v": 64,
    "w": 65,
    "x": 66,
    "y": 67,
    "z": 68,
    "ɑ": 69,
    "ɐ": 70,
    "ɒ": 71,
    "æ": 72,
    "β": 75,
    "ɔ": 76,
    "ɕ": 77,
    "ç": 78,
    "ɭ": 79,
    "ɖ": 80,
    "ð": 81,
    "ʤ": 82,
    "ə": 83,
    "ɚ": 85,
    "ɛ": 86,
    "ɜ": 87,
    "ɟ": 90,
    "ɡ": 92,
    "ɥ": 99,
    "ɨ": 101,
    "ɪ": 102,
    "ʝ": 103,
    "ɯ": 110,
    "ɰ": 111,
    "ŋ": 112,
    "ɳ": 113,
    "ɲ": 114,
    "ɴ": 115,
    "ø": 116,
    "ɸ": 118,
    "θ": 119,
    "œ": 120,
    "ɹ": 123,
    "ɾ": 125,
    "ɻ": 126,
    "ʁ": 128,
    "ɽ": 129,
    "ʂ": 130,
    "ʃ": 131,
    "ʈ": 132,
    "ʧ": 133,
    "ʊ": 135,
    "ʋ": 136,
    "ʌ": 138,
    "ɣ": 139,
    "ɤ": 140,
    "χ": 142,
    "ʎ": 143,
    "ʒ": 147,
    "ʔ": 148,
    "ˈ": 156,
    "ˌ": 157,
    "ː": 158,
    "ʰ": 162,
    "ʲ": 164,
    "↓": 169,
    "→": 171,
    "↗": 172,
    "↘": 173,
    "ᵻ": 177
  }
}