Commit
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149d674
1
Parent(s):
ab2e12a
add korean and thai
Browse files
app.py
CHANGED
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@@ -138,7 +138,12 @@ def process(language: str, repo_id: str, add_punctuation: str, in_filename: str)
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recognizer = get_pretrained_model(repo_id)
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vad = get_vad()
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-
if
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add_punctuation = "No"
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if add_punctuation == "Yes":
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recognizer = get_pretrained_model(repo_id)
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vad = get_vad()
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if (
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"whisper" in repo_id
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or "korean" in repo_id
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or "vosk-model" in repo_id
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or "asr-gigaspeech2-th-zipformer" in repo_id
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):
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add_punctuation = "No"
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if add_punctuation == "Yes":
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model.py
CHANGED
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@@ -242,6 +242,8 @@ def get_pretrained_model(repo_id: str) -> sherpa_onnx.OfflineRecognizer:
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return russian_models[repo_id](repo_id)
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elif repo_id in korean_models:
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return korean_models[repo_id](repo_id)
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else:
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raise ValueError(f"Unsupported repo_id: {repo_id}")
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@@ -399,6 +401,45 @@ def _get_korean_pre_trained_model(repo_id: str) -> sherpa_onnx.OfflineRecognizer
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return recognizer
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chinese_dialect_models = {
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"csukuangfj/sherpa-onnx-telespeech-ctc-int8-zh-2024-06-04": _get_chinese_dialect_models,
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}
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@@ -432,6 +473,10 @@ russian_models = {
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"alphacep/vosk-model-small-ru": _get_russian_pre_trained_model,
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}
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language_to_models = {
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"超多种中文方言": list(chinese_dialect_models.keys()),
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"Chinese+English": list(chinese_english_mixed_models.keys()),
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@@ -439,4 +484,5 @@ language_to_models = {
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"English": list(english_models.keys()),
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"Russian": list(russian_models.keys()),
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"Korean": list(korean_models.keys()),
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}
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return russian_models[repo_id](repo_id)
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elif repo_id in korean_models:
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return korean_models[repo_id](repo_id)
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elif repo_id in thai_models:
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return thai_models[repo_id](repo_id)
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else:
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raise ValueError(f"Unsupported repo_id: {repo_id}")
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return recognizer
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@lru_cache(maxsize=10)
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def _get_yifan_thai_pretrained_model(repo_id: str) -> sherpa_onnx.OfflineRecognizer:
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assert repo_id in (
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"yfyeung/icefall-asr-gigaspeech2-th-zipformer-2024-06-20",
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), repo_id
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encoder_model = _get_nn_model_filename(
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repo_id=repo_id,
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filename="encoder-epoch-12-avg-5.int8.onnx",
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subfolder="exp",
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)
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decoder_model = _get_nn_model_filename(
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repo_id=repo_id,
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filename="decoder-epoch-12-avg-5.onnx",
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subfolder="exp",
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)
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joiner_model = _get_nn_model_filename(
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repo_id=repo_id,
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filename="joiner-epoch-12-avg-5.int8.onnx",
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subfolder="exp",
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)
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tokens = _get_token_filename(repo_id=repo_id, subfolder="data/lang_bpe_2000")
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recognizer = sherpa_onnx.OfflineRecognizer.from_transducer(
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tokens=tokens,
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encoder=encoder_model,
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decoder=decoder_model,
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joiner=joiner_model,
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num_threads=2,
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sample_rate=16000,
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feature_dim=80,
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)
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return recognizer
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chinese_dialect_models = {
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"csukuangfj/sherpa-onnx-telespeech-ctc-int8-zh-2024-06-04": _get_chinese_dialect_models,
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}
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"alphacep/vosk-model-small-ru": _get_russian_pre_trained_model,
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}
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thai_models = {
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"yfyeung/icefall-asr-gigaspeech2-th-zipformer-2024-06-20": _get_yifan_thai_pretrained_model,
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}
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language_to_models = {
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"超多种中文方言": list(chinese_dialect_models.keys()),
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"Chinese+English": list(chinese_english_mixed_models.keys()),
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"English": list(english_models.keys()),
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"Russian": list(russian_models.keys()),
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"Korean": list(korean_models.keys()),
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"Thai": list(thai_models.keys()),
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}
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