Hugging Face's logo

parseh
/
aligner-hi

ONNX
Hindi
wav2vec2
ctc
forced-alignment
quantized
parseh
Model card Files
xet
 Community
aligner-hi
File size: 3,918 Bytes
354cfa6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
{
  "format": 1,
  "language": "hi",
  "source": {
    "repo": "ai4bharat/indicwav2vec-hindi",
    "revision": "e746fa3e8de3f6629b9ded29d9c1c565c566f3db",
    "license": "apache-2.0",
    "base_model": "AI4Bharat IndicWav2Vec (exact upstream base revision not stated in public Hub metadata)",
    "datasets": [],
    "files": {
      "README.md": {
        "sha256": "0f44b9db7abbfc4904aac472d01b23307295ef05d548dae4ee663bac145d0d6b",
        "size": 1576
      },
      "config.json": {
        "sha256": "3d55edadee031808fede41c5a0d231e273ede8674a39f13ff53b1095a0bf6789",
        "size": 2100
      },
      "preprocessor_config.json": {
        "sha256": "8f9f560daa144e525174a9ce159ac4d168e010006d6c3e46cad02cae72a6c5ad",
        "size": 260
      },
      "pytorch_model.bin": {
        "sha256": "bd9a59ed209130ef8b59514947c5174d6bc7dabb7828ee34c1873e8d002cdba3",
        "size": 1262181719
      },
      "special_tokens_map.json": {
        "sha256": "bb7068de1150661a10b55f9e4b12a0e77af8bf91f5e45e1b58afaf1d0e17f675",
        "size": 85
      },
      "tokenizer_config.json": {
        "sha256": "4db5b134af1cd571f4c0ddf1dd81d546853f24549fce87b98655510d0df394f6",
        "size": 257
      },
      "vocab.json": {
        "sha256": "0c61b05b008701ae1662361276bb65e93433a052b523113a8811b3da6e88b767",
        "size": 741
      }
    }
  },
  "model": {
    "file": "model.int8.onnx",
    "precision": "int8-dynamic",
    "input": "input_values",
    "output": "logits",
    "sample_rate": 16000,
    "frame_samples": 320,
    "min_samples": 400,
    "normalize": "zero-mean-unit-variance",
    "blank_id": 0,
    "vocab_size": 68,
    "word_delimiter": "|",
    "text_case": "preserve",
    "unit": "char"
  },
  "text": {
    "spaces_separate_words": true,
    "unknown_characters": "wildcard"
  },
  "verify": {
    "tools": {
      "onnxruntime": [
        "1.30.0",
        "1.23.2"
      ]
    },
    "logit_maxabs_fp32_vs_torch": 6.67572021484375e-05,
    "frame_argmax_agreement_fp32_vs_torch": 1.0,
    "frame_argmax_agreement_int8": 1.0,
    "fp32_size": 1262467939,
    "int8_size": 356334100,
    "frames": 49,
    "runtime": {
      "1.30.0": {
        "provider": "CPUExecutionProvider",
        "runs": {
          "0.5": {
            "samples": 8000,
            "shape": [
              1,
              24,
              68
            ],
            "seconds": 0.055193
          },
          "60.0": {
            "samples": 960000,
            "shape": [
              1,
              2999,
              68
            ],
            "seconds": 8.266201
          }
        }
      },
      "1.23.2": {
        "provider": "CPUExecutionProvider",
        "runs": {
          "0.5": {
            "samples": 8000,
            "shape": [
              1,
              24,
              68
            ],
            "seconds": 0.05425
          },
          "60.0": {
            "samples": 960000,
            "shape": [
              1,
              2999,
              68
            ],
            "seconds": 8.864183
          }
        }
      }
    },
    "word_start_delta_ms_int8_vs_fp32": {
      "median": 0.0,
      "p95": 0.0,
      "max": 0.0,
      "spans": 2,
      "test_audio": "espeak-ng generated sentence"
    },
    "sanity": {
      "monotonic_sentence_spans": 2,
      "unknown_wildcard_spans": 2
    },
    "cost": {
      "audio_seconds": 30,
      "alignment_seconds": 4.991424,
      "peak_rss_bytes": 2877698048
    },
    "synthetic_sentence": {
      "voice": "hi",
      "caption": "\u0928\u092e\u0938\u094d\u0924\u0947 \u0926\u0941\u0928\u093f\u092f\u093e",
      "samples": 17870,
      "note": "pipeline/monotonicity check only; not an accuracy claim"
    }
  },
  "files": {
    "model.int8.onnx": {
      "sha256": "2499aa855f4a6d76ba583909f53e677fce3cb54f82104291d2afe80b41eea169",
      "size": 356334100
    }
  },
  "elapsed_seconds": 37.575
}