csukuangfj
commited on
Commit
•
b30f90b
1
Parent(s):
f968199
add moonshine
Browse files- model.py +55 -0
- requirements.txt +2 -2
model.py
CHANGED
@@ -363,6 +363,59 @@ def _get_multi_zh_hans_pre_trained_model(repo_id):
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return recognizer
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def _get_english_model(repo_id: str) -> sherpa_onnx.OfflineRecognizer:
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assert (
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repo_id
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@@ -564,6 +617,8 @@ chinese_models = {
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english_models = {
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"whisper-tiny.en": _get_whisper_model,
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"whisper-base.en": _get_whisper_model,
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"whisper-small.en": _get_whisper_model,
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"whisper-distil-small.en": _get_whisper_model,
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return recognizer
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+
@lru_cache(maxsize=10)
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def _get_moonshine_model(repo_id: str) -> sherpa_onnx.OfflineRecognizer:
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assert repo_id in ("moonshine-tiny", "moonshine-base"), repo_id
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if repo_id == "moonshine-tiny":
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full_repo_id = "csukuangfj/sherpa-onnx-moonshine-tiny-en-int8"
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elif repo_id == "moonshine-base":
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full_repo_id = "csukuangfj/sherpa-onnx-moonshine-base-en-int8"
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else:
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raise ValueError(f"Unknown repo_id: {repo_id}")
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preprocessor = _get_nn_model_filename(
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repo_id=full_repo_id,
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filename=f"preprocess.onnx",
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subfolder=".",
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)
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encoder = _get_nn_model_filename(
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repo_id=full_repo_id,
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filename=f"encode.int8.onnx",
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subfolder=".",
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)
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uncached_decoder = _get_nn_model_filename(
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repo_id=full_repo_id,
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filename=f"uncached_decode.int8.onnx",
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subfolder=".",
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)
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cached_decoder = _get_nn_model_filename(
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repo_id=full_repo_id,
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filename=f"cached_decode.int8.onnx",
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subfolder=".",
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)
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tokens = _get_token_filename(
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repo_id=full_repo_id,
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subfolder=".",
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filename="tokens.txt",
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)
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recognizer = sherpa_onnx.OfflineRecognizer.from_moonshine(
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preprocessor=preprocessor,
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encoder=encoder,
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uncached_decoder=uncached_decoder,
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cached_decoder=cached_decoder,
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tokens=tokens,
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num_threads=2,
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)
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return recognizer
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def _get_english_model(repo_id: str) -> sherpa_onnx.OfflineRecognizer:
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assert (
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repo_id
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english_models = {
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"whisper-tiny.en": _get_whisper_model,
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"moonshine-tiny": _get_moonshine_model,
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"moonshine-base": _get_moonshine_model,
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"whisper-base.en": _get_whisper_model,
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"whisper-small.en": _get_whisper_model,
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"whisper-distil-small.en": _get_whisper_model,
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requirements.txt
CHANGED
@@ -1,4 +1,4 @@
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-
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ffmpeg-python
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-
https://huggingface.co/csukuangfj/sherpa-onnx-wheels/resolve/main/cpu/1.10.28/sherpa_onnx-1.10.28-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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sherpa-onnx>=1.10.30
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ffmpeg-python
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#https://huggingface.co/csukuangfj/sherpa-onnx-wheels/resolve/main/cpu/1.10.28/sherpa_onnx-1.10.28-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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