{
  "model": "TurnSense 1.0 FP32",
  "native_argmax": {
    "n": 44,
    "tn": 17,
    "fp": 5,
    "fn": 9,
    "tp": 13,
    "accuracy": 0.6818181818181818,
    "false_reply_rate": 0.22727272727272727,
    "false_hold_rate": 0.4090909090909091
  },
  "threshold_05": {
    "n": 44,
    "tn": 17,
    "fp": 5,
    "fn": 9,
    "tp": 13,
    "accuracy": 0.6818181818181818,
    "false_reply_rate": 0.22727272727272727,
    "false_hold_rate": 0.4090909090909091
  },
  "class_counts": {
    "complete": 18,
    "incomplete": 26
  },
  "load_ms": 657.7007500454783,
  "method": "TurnSense1.0 FP32, official code/frontend/CMVN and 3-class postprocessing. CPU one intra/inter-op thread. User channel 0 int16/32768, crop received prefix BEFORE librosa resample to 16kHz, last 8s, no future ASR/audio or silence/timeout gates. Score=P(complete), native argmax complete=>1 else0; separately report threshold0.5. Full-prefix resampling is offline causal-window evaluation, not an incremental frontend benchmark.",
  "provenance": {
    "machine": "macOS-26.4.1-arm64-arm-64bit",
    "hardware": "Apple M4 Mac mini CPU / 16 GB",
    "python": "3.11.15 (main, Mar 25 2026, 02:58:47) [Clang 22.1.1 ]",
    "dependencies": {
      "numpy": "2.2.6",
      "onnxruntime": "1.24.4",
      "librosa": "0.11.0",
      "kaldi-native-fbank": "1.22.3",
      "soundfile": "0.13.1"
    },
    "providers": [
      "CPUExecutionProvider"
    ],
    "intra_op_threads": 1,
    "inter_op_threads": 1,
    "model_manifest": {
      "repo": "brgroup/TurnSense",
      "revision": "341dd68c9df87d74d35b9cee63a1dcf0fff24966",
      "version": "TurnSense1.0 FP32",
      "code_repo": "Bairong-Xdynamics/TurnSense",
      "code_revision": "c6d83e5b0d1355125b05eaf1b4b5c6c1acabb338",
      "files": {
        "model_fp32.onnx": "82256247dd38f0d9f2f213beec7ede1507347f84422fa48f29d565b613d89976",
        "am.mvn": "29b3c740a2c0cfc6b308126d31d7f265fa2be74f3bb095cd2f143ea970896ae5"
      },
      "verified_against": "Hugging Face fixed revision LFS SHA256 / Git blob SHA1"
    },
    "script_sha256": "23215a6db3c39f6819761adf1e6cd46a8f7c0c7767d1a3640bc928ecd548b2fb",
    "annotation_sha256": "780e50f976daf039ab976ea155bdb5d1ca5fffc792f9db7adf8063ec3048ff8e",
    "frontend_sha256": "22808c254ea2150e290e6bdcf115322a723b67fc4e53b1ef02b8f3f42697187d",
    "official_infer_sha256": "40295fb42a36ae4ecca30093d6bc37acbca9c75304b1a722dba73fd3b30498df"
  },
  "latency_ms": {
    "preparation_ms": {
      "p50": 1.7886869609355927,
      "p95": 3.0542627442628145
    },
    "frontend_ms": {
      "p50": 4.848978947848082,
      "p95": 5.63460667617619
    },
    "inference_ms": {
      "p50": 31.06177132576704,
      "p95": 35.107012651860714
    }
  }
}