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automatic-speech-recognition / examples.py

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	#!/usr/bin/env python3
	#
	# Copyright 2022 Xiaomi Corp. (authors: Fangjun Kuang)
	#
	# See LICENSE for clarification regarding multiple authors
	#
	# Licensed under the Apache License, Version 2.0 (the "License");
	# you may not use this file except in compliance with the License.
	# You may obtain a copy of the License at
	#
	# http://www.apache.org/licenses/LICENSE-2.0
	#
	# Unless required by applicable law or agreed to in writing, software
	# distributed under the License is distributed on an "AS IS" BASIS,
	# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
	# See the License for the specific language governing permissions and
	# limitations under the License.
	examples = [
	[
	"Chinese+English",
	"csukuangfj/sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/tal_csasr/0.wav",
	],
	[
	"Chinese+English+Cantonese",
	"csukuangfj/sherpa-onnx-paraformer-trilingual-zh-cantonese-en",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/cantonese/2.wav",
	],
	[
	"Cantonese",
	"zrjin/icefall-asr-mdcc-zipformer-2024-03-11",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/cantonese/1.wav",
	],
	[
	"English",
	"whisper-base.en",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/librispeech/1089-134686-0001.wav",
	],
	[
	"Chinese",
	"csukuangfj/sherpa-onnx-paraformer-zh-2024-03-09",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/paraformer-zh/四川话.wav",
	],
	[
	"Russian",
	"alphacep/vosk-model-ru",
	"greedy_search",
	4,
	"No",
	"./test_wavs/russian/russian-i-love-you.wav",
	],
	[
	"Russian",
	"alphacep/vosk-model-ru",
	"greedy_search",
	4,
	"No",
	"./test_wavs/russian/test.wav",
	],
	[
	"German",
	"csukuangfj/wav2vec2.0-torchaudio",
	"greedy_search",
	4,
	"No",
	"./test_wavs/german/20170517-0900-PLENARY-16-de_20170517.wav",
	],
	[
	"Arabic",
	"AmirHussein/icefall-asr-mgb2-conformer_ctc-2022-27-06",
	"greedy_search",
	4,
	"No",
	"./test_wavs/arabic/a.wav",
	],
	[
	"Tibetan",
	"syzym/icefall-asr-xbmu-amdo31-pruned-transducer-stateless7-2022-12-02",
	"greedy_search",
	4,
	"No",
	"./test_wavs/tibetan/a_0_cacm-A70_31117.wav",
	],
	[
	"French",
	"shaojieli/sherpa-onnx-streaming-zipformer-fr-2023-04-14",
	"greedy_search",
	4,
	"No",
	"./test_wavs/french/common_voice_fr_19364697.wav",
	],
	[
	"Chinese",
	"desh2608/icefall-asr-alimeeting-pruned-transducer-stateless7",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/alimeeting/R8003_M8001-8004-165.wav",
	],
	[
	"Chinese",
	"csukuangfj/sherpa-onnx-paraformer-zh-2024-03-09",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/paraformer-zh/天津话.wav",
	],
	[
	"Chinese",
	"csukuangfj/sherpa-onnx-paraformer-zh-2024-03-09",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/paraformer-zh/郑州话.wav",
	],
	[
	"Chinese",
	"desh2608/icefall-asr-alimeeting-pruned-transducer-stateless7",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/alimeeting/R8008_M8013-8049-74.wav",
	],
	[
	"Chinese",
	"desh2608/icefall-asr-alimeeting-pruned-transducer-stateless7",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/alimeeting/R8009_M8020_N_SPK8026-8026-209.wav",
	],
	[
	"English",
	"videodanchik/icefall-asr-tedlium3-conformer-ctc2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/tedlium3/DanBarber_2010-219.wav",
	],
	[
	"English",
	"whisper-base.en",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/tedlium3/DanielKahneman_2010-157.wav",
	],
	[
	"English",
	"videodanchik/icefall-asr-tedlium3-conformer-ctc2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/tedlium3/RobertGupta_2010U-15.wav",
	],
	# librispeech
	# https://huggingface.co/csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless5-2022-05-13/tree/main/test_wavs
	[
	"English",
	"csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-05-13",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/librispeech/1089-134686-0001.wav",
	],
	[
	"English",
	"csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-05-13",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/librispeech/1221-135766-0001.wav",
	],
	[
	"English",
	"csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-05-13",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/librispeech/1221-135766-0002.wav",
	],
	# gigaspeech
	[
	"English",
	"wgb14/icefall-asr-gigaspeech-pruned-transducer-stateless2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/gigaspeech/1-minute-audiobook.opus",
	],
	[
	"English",
	"wgb14/icefall-asr-gigaspeech-pruned-transducer-stateless2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/gigaspeech/100-seconds-podcast.opus",
	],
	[
	"English",
	"wgb14/icefall-asr-gigaspeech-pruned-transducer-stateless2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/gigaspeech/100-seconds-youtube.opus",
	],
	# wenetspeech
	# https://huggingface.co/luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2/tree/main/test_wavs
	[
	"Chinese",
	"luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/wenetspeech/DEV_T0000000000.opus",
	],
	[
	"Chinese",
	"luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/wenetspeech/DEV_T0000000001.opus",
	],
	[
	"Chinese",
	"luomingshuang/icefall_asr_wenetspeech_pruned_transducer_stateless2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/wenetspeech/DEV_T0000000002.opus",
	],
	# aishell2-A
	# https://huggingface.co/yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12/tree/main/test_wavs
	[
	"Chinese",
	"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/aishell2/ID0012W0030.wav",
	],
	[
	"Chinese",
	"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/aishell2/ID0012W0162.wav",
	],
	[
	"Chinese",
	"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/aishell2/ID0012W0215.wav",
	],
	# aishell2-B
	# https://huggingface.co/yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-A-2022-07-12/tree/main/test_wavs
	[
	"Chinese",
	"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/aishell2/ID0012W0030.wav",
	],
	[
	"Chinese",
	"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/aishell2/ID0012W0162.wav",
	],
	[
	"Chinese",
	"yuekai/icefall-asr-aishell2-pruned-transducer-stateless5-B-2022-07-12",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/aishell2/ID0012W0215.wav",
	],
	# aishell2-B
	# https://huggingface.co/luomingshuang/icefall_asr_aidatatang-200zh_pruned_transducer_stateless2/tree/main/test_wavs
	[
	"Chinese",
	"luomingshuang/icefall_asr_aidatatang-200zh_pruned_transducer_stateless2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/aidatatang_200zh/T0055G0036S0002.wav",
	],
	[
	"Chinese",
	"luomingshuang/icefall_asr_aidatatang-200zh_pruned_transducer_stateless2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/aidatatang_200zh/T0055G0036S0003.wav",
	],
	[
	"Chinese",
	"luomingshuang/icefall_asr_aidatatang-200zh_pruned_transducer_stateless2",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/aidatatang_200zh/T0055G0036S0004.wav",
	],
	# tal_csasr
	[
	"Chinese+English",
	"ptrnull/icefall-asr-conv-emformer-transducer-stateless2-zh",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_132.wav",
	],
	[
	"Chinese+English",
	"ptrnull/icefall-asr-conv-emformer-transducer-stateless2-zh",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_138.wav",
	],
	[
	"Chinese+English",
	"ptrnull/icefall-asr-conv-emformer-transducer-stateless2-zh",
	"greedy_search",
	4,
	"Yes",
	"./test_wavs/tal_csasr/210_36476_210_8341_1_1533271973_7057520_145.wav",
	],
	[
	"Tibetan",
	"syzym/icefall-asr-xbmu-amdo31-pruned-transducer-stateless7-2022-12-02",
	"greedy_search",
	4,
	"No",
	"./test_wavs/tibetan/a_0_cacm-A70_31116.wav",
	],
	[
	"Tibetan",
	"syzym/icefall-asr-xbmu-amdo31-pruned-transducer-stateless7-2022-12-02",
	"greedy_search",
	4,
	"No",
	"./test_wavs/tibetan/a_0_cacm-A70_31118.wav",
	],
	# arabic
	[
	"Arabic",
	"AmirHussein/icefall-asr-mgb2-conformer_ctc-2022-27-06",
	"greedy_search",
	4,
	"No",
	"./test_wavs/arabic/b.wav",
	],
	[
	"Arabic",
	"AmirHussein/icefall-asr-mgb2-conformer_ctc-2022-27-06",
	"greedy_search",
	4,
	"No",
	"./test_wavs/arabic/c.wav",
	],
	[
	"German",
	"csukuangfj/wav2vec2.0-torchaudio",
	"greedy_search",
	4,
	"No",
	"./test_wavs/german/20120315-0900-PLENARY-14-de_20120315.wav",
	],
	[
	"French",
	"shaojieli/sherpa-onnx-streaming-zipformer-fr-2023-04-14",
	"greedy_search",
	4,
	"No",
	"./test_wavs/french/common_voice_fr_19738183.wav",
	],
	[
	"French",
	"shaojieli/sherpa-onnx-streaming-zipformer-fr-2023-04-14",
	"greedy_search",
	4,
	"No",
	"./test_wavs/french/common_voice_fr_27024649.wav",
	],
	]