csukuangfj
commited on
Commit
•
ee6ba22
1
Parent(s):
3a4d643
Add test data.
Browse files- app.py +35 -6
- examples.py +156 -0
- model.py +8 -9
- test_wavs/aishell2/ID0012W0030.wav +0 -0
- test_wavs/aishell2/ID0012W0162.wav +0 -0
- test_wavs/aishell2/ID0012W0215.wav +0 -0
- test_wavs/aishell2/README.md +2 -0
- test_wavs/aishell2/trans.txt +3 -0
- test_wavs/gigaspeech/1-minute-audiobook.opus +0 -0
- test_wavs/gigaspeech/100-seconds-podcast.opus +0 -0
- test_wavs/gigaspeech/100-seconds-youtube.opus +0 -0
- test_wavs/librispeech/1089-134686-0001.wav +0 -0
- test_wavs/librispeech/1221-135766-0001.wav +0 -0
- test_wavs/librispeech/1221-135766-0002.wav +0 -0
- test_wavs/librispeech/README.md +2 -0
- test_wavs/librispeech/trans.txt +3 -0
- test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_132.wav +0 -0
- test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_138.wav +0 -0
- test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_145.wav +0 -0
- test_wavs/tal_csasr/README.md +2 -0
- test_wavs/wenetspeech/DEV_T0000000000.opus +0 -0
- test_wavs/wenetspeech/DEV_T0000000001.opus +0 -0
- test_wavs/wenetspeech/DEV_T0000000002.opus +0 -0
- test_wavs/wenetspeech/README.md +2 -0
app.py
CHANGED
@@ -27,6 +27,7 @@ from datetime import datetime
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import gradio as gr
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import torchaudio
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from model import get_pretrained_model, language_to_models, sample_rate
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languages = list(language_to_models.keys())
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@@ -51,11 +52,11 @@ def build_html_output(s: str, style: str = "result_item_success"):
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def process_uploaded_file(
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in_filename: str,
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language: str,
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repo_id: str,
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decoding_method: str,
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num_active_paths: int,
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):
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if in_filename is None or in_filename == "":
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return "", build_html_output(
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@@ -79,11 +80,11 @@ def process_uploaded_file(
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def process_microphone(
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in_filename: str,
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language: str,
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repo_id: str,
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decoding_method: str,
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num_active_paths: int,
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):
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if in_filename is None or in_filename == "":
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return "", build_html_output(
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@@ -108,17 +109,17 @@ def process_microphone(
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def process(
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in_filename: str,
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language: str,
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repo_id: str,
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decoding_method: str,
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num_active_paths: int,
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):
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-
logging.info(f"in_filename: {in_filename}")
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logging.info(f"language: {language}")
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logging.info(f"repo_id: {repo_id}")
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logging.info(f"decoding_method: {decoding_method}")
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logging.info(f"num_active_paths: {num_active_paths}")
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filename = convert_to_wav(in_filename)
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@@ -210,6 +211,7 @@ def update_model_dropdown(language: str):
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demo = gr.Blocks(css=css)
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with demo:
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gr.Markdown(title)
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language_choices = list(language_to_models.keys())
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@@ -256,6 +258,19 @@ with demo:
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uploaded_output = gr.Textbox(label="Recognized speech from uploaded file")
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uploaded_html_info = gr.HTML(label="Info")
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with gr.TabItem("Record from microphone"):
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microphone = gr.Audio(
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source="microphone", # Choose between "microphone", "upload"
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@@ -268,25 +283,39 @@ with demo:
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recorded_output = gr.Textbox(label="Recognized speech from recordings")
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recorded_html_info = gr.HTML(label="Info")
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upload_button.click(
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process_uploaded_file,
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inputs=[
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-
uploaded_file,
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language_radio,
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model_dropdown,
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decoding_method_radio,
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num_active_paths_slider,
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],
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outputs=[uploaded_output, uploaded_html_info],
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)
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record_button.click(
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process_microphone,
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inputs=[
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-
microphone,
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language_radio,
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model_dropdown,
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decoding_method_radio,
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num_active_paths_slider,
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],
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outputs=[recorded_output, recorded_html_info],
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)
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import gradio as gr
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import torchaudio
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+
from examples import examples
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from model import get_pretrained_model, language_to_models, sample_rate
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languages = list(language_to_models.keys())
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def process_uploaded_file(
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language: str,
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repo_id: str,
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decoding_method: str,
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num_active_paths: int,
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in_filename: str,
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):
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if in_filename is None or in_filename == "":
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return "", build_html_output(
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def process_microphone(
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language: str,
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repo_id: str,
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decoding_method: str,
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num_active_paths: int,
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in_filename: str,
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):
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if in_filename is None or in_filename == "":
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return "", build_html_output(
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def process(
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language: str,
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repo_id: str,
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decoding_method: str,
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num_active_paths: int,
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in_filename: str,
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):
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logging.info(f"language: {language}")
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logging.info(f"repo_id: {repo_id}")
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logging.info(f"decoding_method: {decoding_method}")
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logging.info(f"num_active_paths: {num_active_paths}")
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logging.info(f"in_filename: {in_filename}")
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filename = convert_to_wav(in_filename)
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demo = gr.Blocks(css=css)
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with demo:
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gr.Markdown(title)
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language_choices = list(language_to_models.keys())
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uploaded_output = gr.Textbox(label="Recognized speech from uploaded file")
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uploaded_html_info = gr.HTML(label="Info")
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gr.Examples(
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examples=examples,
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inputs=[
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language_radio,
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model_dropdown,
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decoding_method_radio,
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num_active_paths_slider,
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uploaded_file,
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],
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outputs=[uploaded_output, uploaded_html_info],
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fn=process_uploaded_file,
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)
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with gr.TabItem("Record from microphone"):
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microphone = gr.Audio(
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source="microphone", # Choose between "microphone", "upload"
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recorded_output = gr.Textbox(label="Recognized speech from recordings")
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recorded_html_info = gr.HTML(label="Info")
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gr.Examples(
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examples=examples,
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inputs=[
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language_radio,
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model_dropdown,
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decoding_method_radio,
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num_active_paths_slider,
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microphone,
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],
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outputs=[recorded_output, recorded_html_info],
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fn=process_microphone,
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)
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upload_button.click(
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process_uploaded_file,
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inputs=[
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language_radio,
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model_dropdown,
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decoding_method_radio,
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num_active_paths_slider,
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uploaded_file,
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],
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outputs=[uploaded_output, uploaded_html_info],
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)
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record_button.click(
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process_microphone,
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inputs=[
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language_radio,
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model_dropdown,
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decoding_method_radio,
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num_active_paths_slider,
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microphone,
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],
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outputs=[recorded_output, recorded_html_info],
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)
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examples.py
ADDED
@@ -0,0 +1,156 @@
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1 |
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#!/usr/bin/env python3
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#
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# Copyright 2022 Xiaomi Corp. (authors: Fangjun Kuang)
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#
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# See LICENSE for clarification regarding multiple authors
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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examples = [
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# librispeech
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# https://huggingface.co/csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless5-2022-05-13/tree/main/test_wavs
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[
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"English",
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"csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-05-13",
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"greedy_search",
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4,
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"./test_wavs/librispeech/1089-134686-0001.wav",
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],
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[
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"English",
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"csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-05-13",
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+
"greedy_search",
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4,
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"./test_wavs/librispeech/1221-135766-0001.wav",
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],
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[
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"English",
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"csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-05-13",
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"greedy_search",
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4,
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"./test_wavs/librispeech/1221-135766-0002.wav",
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],
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# gigaspeech
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[
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"English",
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"wgb14/icefall-asr-gigaspeech-pruned-transducer-stateless2",
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"greedy_search",
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4,
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"./test_wavs/gigaspeech/1-minute-audiobook.opus",
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],
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[
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"English",
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"wgb14/icefall-asr-gigaspeech-pruned-transducer-stateless2",
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"greedy_search",
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4,
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"./test_wavs/gigaspeech/100-seconds-podcast.opus",
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56 |
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],
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[
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"English",
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"wgb14/icefall-asr-gigaspeech-pruned-transducer-stateless2",
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"greedy_search",
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4,
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"./test_wavs/gigaspeech/100-seconds-youtube.opus",
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],
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# wenetspeech
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# https://huggingface.co/luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2/tree/main/test_wavs
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+
[
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"Chinese",
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"luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2",
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"greedy_search",
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4,
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"./test_wavs/wenetspeech/DEV_T0000000000.opus",
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72 |
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],
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73 |
+
[
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74 |
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"Chinese",
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75 |
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"luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2",
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76 |
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"greedy_search",
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77 |
+
4,
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78 |
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"./test_wavs/wenetspeech/DEV_T0000000001.opus",
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79 |
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],
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80 |
+
[
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81 |
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"Chinese",
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82 |
+
"luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2",
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83 |
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"greedy_search",
|
84 |
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4,
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"./test_wavs/wenetspeech/DEV_T0000000002.opus",
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86 |
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],
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+
# aishell2-A
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# https://huggingface.co/yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12/tree/main/test_wavs
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89 |
+
[
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90 |
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"Chinese",
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91 |
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"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12",
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92 |
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"greedy_search",
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93 |
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4,
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94 |
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"./test_wavs/aishell2/ID0012W0030.wav",
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95 |
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],
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96 |
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[
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97 |
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"Chinese",
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98 |
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"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12",
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99 |
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"greedy_search",
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100 |
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4,
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101 |
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"./test_wavs/aishell2/ID0012W0162.wav",
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102 |
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],
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103 |
+
[
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104 |
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"Chinese",
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105 |
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"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12",
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106 |
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"greedy_search",
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107 |
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4,
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108 |
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"./test_wavs/aishell2/ID0012W0215.wav",
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109 |
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],
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110 |
+
# aishell2-B
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111 |
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# https://huggingface.co/yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12/tree/main/test_wavs
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112 |
+
[
|
113 |
+
"Chinese",
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114 |
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"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12",
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115 |
+
"greedy_search",
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116 |
+
4,
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117 |
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"./test_wavs/aishell2/ID0012W0030.wav",
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118 |
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],
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119 |
+
[
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120 |
+
"Chinese",
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121 |
+
"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12",
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122 |
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"greedy_search",
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123 |
+
4,
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124 |
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"./test_wavs/aishell2/ID0012W0162.wav",
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125 |
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],
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126 |
+
[
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127 |
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"Chinese",
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128 |
+
"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12",
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129 |
+
"greedy_search",
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130 |
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4,
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131 |
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"./test_wavs/aishell2/ID0012W0215.wav",
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132 |
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],
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133 |
+
# tal_csasr
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134 |
+
# https://huggingface.co/luomingshuang/icefall_asr_tal-csasr_pruned_transducer_stateless5/tree/main/test_wavs
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135 |
+
[
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136 |
+
"Chinese+English",
|
137 |
+
"luomingshuang/icefall_asr_tal-csasr_pruned_transducer_stateless5",
|
138 |
+
"greedy_search",
|
139 |
+
4,
|
140 |
+
"./test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_132.wav",
|
141 |
+
],
|
142 |
+
[
|
143 |
+
"Chinese+English",
|
144 |
+
"luomingshuang/icefall_asr_tal-csasr_pruned_transducer_stateless5",
|
145 |
+
"greedy_search",
|
146 |
+
4,
|
147 |
+
"./test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_138.wav",
|
148 |
+
],
|
149 |
+
[
|
150 |
+
"Chinese+English",
|
151 |
+
"luomingshuang/icefall_asr_tal-csasr_pruned_transducer_stateless5",
|
152 |
+
"greedy_search",
|
153 |
+
4,
|
154 |
+
"./test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_145.wav",
|
155 |
+
],
|
156 |
+
]
|
model.py
CHANGED
@@ -81,7 +81,7 @@ def _get_aishell2_pretrained_model(repo_id: str) -> OfflineAsr:
|
|
81 |
"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12", # noqa
|
82 |
# context-size 2
|
83 |
"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12", # noqa
|
84 |
-
]
|
85 |
|
86 |
nn_model_filename = _get_nn_model_filename(
|
87 |
repo_id=repo_id,
|
@@ -102,12 +102,11 @@ def _get_aishell2_pretrained_model(repo_id: str) -> OfflineAsr:
|
|
102 |
def _get_gigaspeech_pre_trained_model(repo_id: str) -> OfflineAsr:
|
103 |
assert repo_id in [
|
104 |
"wgb14/icefall-asr-gigaspeech-pruned-transducer-stateless2",
|
105 |
-
]
|
106 |
|
107 |
nn_model_filename = _get_nn_model_filename(
|
108 |
-
|
109 |
-
|
110 |
-
filename="cpu_jit-epoch-29-avg-11-torch-1.10.0.pt",
|
111 |
)
|
112 |
bpe_model_filename = _get_bpe_model_filename(repo_id=repo_id)
|
113 |
|
@@ -124,7 +123,7 @@ def _get_gigaspeech_pre_trained_model(repo_id: str) -> OfflineAsr:
|
|
124 |
def _get_librispeech_pre_trained_model(repo_id: str) -> OfflineAsr:
|
125 |
assert repo_id in [
|
126 |
"csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-05-13", # noqa
|
127 |
-
]
|
128 |
|
129 |
nn_model_filename = _get_nn_model_filename(
|
130 |
repo_id=repo_id,
|
@@ -145,7 +144,7 @@ def _get_librispeech_pre_trained_model(repo_id: str) -> OfflineAsr:
|
|
145 |
def _get_wenetspeech_pre_trained_model(repo_id: str):
|
146 |
assert repo_id in [
|
147 |
"luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2",
|
148 |
-
]
|
149 |
|
150 |
nn_model_filename = _get_nn_model_filename(
|
151 |
repo_id=repo_id,
|
@@ -166,7 +165,7 @@ def _get_wenetspeech_pre_trained_model(repo_id: str):
|
|
166 |
def _get_tal_csasr_pre_trained_model(repo_id: str):
|
167 |
assert repo_id in [
|
168 |
"luomingshuang/icefall_asr_tal-csasr_pruned_transducer_stateless5",
|
169 |
-
]
|
170 |
|
171 |
nn_model_filename = _get_nn_model_filename(
|
172 |
repo_id=repo_id,
|
@@ -187,7 +186,7 @@ def _get_tal_csasr_pre_trained_model(repo_id: str):
|
|
187 |
def _get_alimeeting_pre_trained_model(repo_id: str):
|
188 |
assert repo_id in [
|
189 |
"luomingshuang/icefall_asr_alimeeting_pruned_transducer_stateless2",
|
190 |
-
]
|
191 |
|
192 |
nn_model_filename = _get_nn_model_filename(
|
193 |
repo_id=repo_id,
|
|
|
81 |
"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12", # noqa
|
82 |
# context-size 2
|
83 |
"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12", # noqa
|
84 |
+
], repo_id
|
85 |
|
86 |
nn_model_filename = _get_nn_model_filename(
|
87 |
repo_id=repo_id,
|
|
|
102 |
def _get_gigaspeech_pre_trained_model(repo_id: str) -> OfflineAsr:
|
103 |
assert repo_id in [
|
104 |
"wgb14/icefall-asr-gigaspeech-pruned-transducer-stateless2",
|
105 |
+
], repo_id
|
106 |
|
107 |
nn_model_filename = _get_nn_model_filename(
|
108 |
+
repo_id=repo_id,
|
109 |
+
filename="cpu_jit-iter-3488000-avg-20.pt",
|
|
|
110 |
)
|
111 |
bpe_model_filename = _get_bpe_model_filename(repo_id=repo_id)
|
112 |
|
|
|
123 |
def _get_librispeech_pre_trained_model(repo_id: str) -> OfflineAsr:
|
124 |
assert repo_id in [
|
125 |
"csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-05-13", # noqa
|
126 |
+
], repo_id
|
127 |
|
128 |
nn_model_filename = _get_nn_model_filename(
|
129 |
repo_id=repo_id,
|
|
|
144 |
def _get_wenetspeech_pre_trained_model(repo_id: str):
|
145 |
assert repo_id in [
|
146 |
"luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2",
|
147 |
+
], repo_id
|
148 |
|
149 |
nn_model_filename = _get_nn_model_filename(
|
150 |
repo_id=repo_id,
|
|
|
165 |
def _get_tal_csasr_pre_trained_model(repo_id: str):
|
166 |
assert repo_id in [
|
167 |
"luomingshuang/icefall_asr_tal-csasr_pruned_transducer_stateless5",
|
168 |
+
], repo_id
|
169 |
|
170 |
nn_model_filename = _get_nn_model_filename(
|
171 |
repo_id=repo_id,
|
|
|
186 |
def _get_alimeeting_pre_trained_model(repo_id: str):
|
187 |
assert repo_id in [
|
188 |
"luomingshuang/icefall_asr_alimeeting_pruned_transducer_stateless2",
|
189 |
+
], repo_id
|
190 |
|
191 |
nn_model_filename = _get_nn_model_filename(
|
192 |
repo_id=repo_id,
|
test_wavs/aishell2/ID0012W0030.wav
ADDED
Binary file (113 kB). View file
|
|
test_wavs/aishell2/ID0012W0162.wav
ADDED
Binary file (114 kB). View file
|
|
test_wavs/aishell2/ID0012W0215.wav
ADDED
Binary file (104 kB). View file
|
|
test_wavs/aishell2/README.md
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
Files are downloaded from
|
2 |
+
https://huggingface.co/yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12/tree/main/test_wavs
|
test_wavs/aishell2/trans.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
ID0012W0162 立法机关采纳了第二种意见
|
2 |
+
ID0012W0215 大家都愿意牺牲自己的生命
|
3 |
+
ID0012W0030 完全是典型的军事侵略
|
test_wavs/gigaspeech/1-minute-audiobook.opus
ADDED
Binary file (580 kB). View file
|
|
test_wavs/gigaspeech/100-seconds-podcast.opus
ADDED
Binary file (955 kB). View file
|
|
test_wavs/gigaspeech/100-seconds-youtube.opus
ADDED
Binary file (948 kB). View file
|
|
test_wavs/librispeech/1089-134686-0001.wav
ADDED
Binary file (212 kB). View file
|
|
test_wavs/librispeech/1221-135766-0001.wav
ADDED
Binary file (535 kB). View file
|
|
test_wavs/librispeech/1221-135766-0002.wav
ADDED
Binary file (154 kB). View file
|
|
test_wavs/librispeech/README.md
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
Files are downloaded from
|
2 |
+
https://huggingface.co/csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless5-2022-05-13/tree/main/test_wavs
|
test_wavs/librispeech/trans.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
1089-134686-0001 AFTER EARLY NIGHTFALL THE YELLOW LAMPS WOULD LIGHT UP HERE AND THERE THE SQUALID QUARTER OF THE BROTHELS
|
2 |
+
1221-135766-0001 GOD AS A DIRECT CONSEQUENCE OF THE SIN WHICH MAN THUS PUNISHED HAD GIVEN HER A LOVELY CHILD WHOSE PLACE WAS ON THAT SAME DISHONOURED BOSOM TO CONNECT HER PARENT FOR EVER WITH THE RACE AND DESCENT OF MORTALS AND TO BE FINALLY A BLESSED SOUL IN HEAVEN
|
3 |
+
1221-135766-0002 YET THESE THOUGHTS AFFECTED HESTER PRYNNE LESS WITH HOPE THAN APPREHENSION
|
test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_132.wav
ADDED
Binary file (163 kB). View file
|
|
test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_138.wav
ADDED
Binary file (150 kB). View file
|
|
test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_145.wav
ADDED
Binary file (283 kB). View file
|
|
test_wavs/tal_csasr/README.md
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
Files are downloaded from
|
2 |
+
https://huggingface.co/luomingshuang/icefall_asr_tal-csasr_pruned_transducer_stateless5/tree/main/test_wavs
|
test_wavs/wenetspeech/DEV_T0000000000.opus
ADDED
Binary file (23.1 kB). View file
|
|
test_wavs/wenetspeech/DEV_T0000000001.opus
ADDED
Binary file (21.5 kB). View file
|
|
test_wavs/wenetspeech/DEV_T0000000002.opus
ADDED
Binary file (18.8 kB). View file
|
|
test_wavs/wenetspeech/README.md
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
Files are downloaded from
|
2 |
+
https://huggingface.co/luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2/tree/main/test_wavs
|