From 28ccfbfc51068a663a80764e14074df5edf2b5ba Mon Sep 17 00:00:00 2001
From: kongdeqiang <kongdeqiang960204@163.com>
Date: 星期五, 13 三月 2026 17:41:41 +0800
Subject: [PATCH] 提交
---
tests/test_asr_inference_pipeline.py | 403 ++++++++++++++++++++++++++++++++++++++-------------------
1 files changed, 270 insertions(+), 133 deletions(-)
diff --git a/tests/test_asr_inference_pipeline.py b/tests/test_asr_inference_pipeline.py
index 32b8af5..ba436bb 100644
--- a/tests/test_asr_inference_pipeline.py
+++ b/tests/test_asr_inference_pipeline.py
@@ -11,22 +11,27 @@
def test_funasr_path(self):
import funasr
import os
+
logger.info("run_dir:{0} ; funasr_path: {1}".format(os.getcwd(), funasr.__file__))
def test_aishell1(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_conformer_asr_nat-zh-cn-16k-aishell1-vocab4234-pytorch')
+ model="damo/speech_conformer_asr_nat-zh-cn-16k-aishell1-vocab4234-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_aishell2(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_conformer_asr_nat-zh-cn-16k-aishell2-vocab5212-pytorch')
+ model="damo/speech_conformer_asr_nat-zh-cn-16k-aishell2-vocab5212-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
@@ -34,38 +39,48 @@
def test_funasr_path(self):
import funasr
import os
+
logger.info("run_dir:{0} ; funasr_path: {1}".format(os.getcwd(), funasr.__file__))
def test_transformer(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_data2vec_pretrain-zh-cn-aishell2-16k-pytorch')
+ model="damo/speech_data2vec_pretrain-zh-cn-aishell2-16k-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://modelscope.oss-cn-beijing.aliyuncs.com/test/audios/asr_example.wav')
+ audio_in="https://modelscope.oss-cn-beijing.aliyuncs.com/test/audios/asr_example.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
+ assert rec_result["text"] == "姣忎竴澶╅兘瑕佸揩涔愬枖"
def test_paraformer(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_data2vec_pretrain-paraformer-zh-cn-aishell2-16k')
+ model="damo/speech_data2vec_pretrain-paraformer-zh-cn-aishell2-16k",
+ )
rec_result = inference_pipeline(
- audio_in='https://modelscope.oss-cn-beijing.aliyuncs.com/test/audios/asr_example.wav')
+ audio_in="https://modelscope.oss-cn-beijing.aliyuncs.com/test/audios/asr_example.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
+ assert rec_result["text"] == "姣忎竴澶╅兘瑕佸揩涔愬枖"
class TestMfccaInferencePipelines(unittest.TestCase):
def test_funasr_path(self):
import funasr
import os
+
logger.info("run_dir:{0} ; funasr_path: {1}".format(os.getcwd(), funasr.__file__))
def test_alimeeting(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='NPU-ASLP/speech_mfcca_asr-zh-cn-16k-alimeeting-vocab4950',
- model_revision='v3.0.0')
+ model="NPU-ASLP/speech_mfcca_asr-zh-cn-16k-alimeeting-vocab4950",
+ model_revision="v3.0.0",
+ )
rec_result = inference_pipeline(
- audio_in='https://pre.modelscope.cn/api/v1/models/NPU-ASLP/speech_mfcca_asr-zh-cn-16k-alimeeting-vocab4950/repo?Revision=master&FilePath=example/asr_example_mc.wav')
+ audio_in="https://pre.modelscope.cn/api/v1/models/NPU-ASLP/speech_mfcca_asr-zh-cn-16k-alimeeting-vocab4950/repo?Revision=master&FilePath=example/asr_example_mc.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
@@ -73,73 +88,124 @@
def test_funasr_path(self):
import funasr
import os
+
logger.info("run_dir:{0} ; funasr_path: {1}".format(os.getcwd(), funasr.__file__))
def test_paraformer_large_contextual_common(self):
param_dict = dict()
- param_dict['hotword'] = "https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/hotword.txt"
+ param_dict["hotword"] = (
+ "https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/hotword.txt"
+ )
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404',
- param_dict=param_dict)
+ model="damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404",
+ param_dict=param_dict,
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_hotword.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_hotword.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
+ assert rec_result["text"] == "鍥藉姟闄㈠彂灞曠爺绌朵腑蹇冨競鍦虹粡娴庣爺绌舵墍鍓墍闀块倱閮佹澗璁や负"
def test_paraformer_large_aishell1(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_paraformer-large_asr_nat-zh-cn-16k-aishell1-vocab8404-pytorch')
+ model="damo/speech_paraformer-large_asr_nat-zh-cn-16k-aishell1-vocab8404-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
+ assert rec_result["text"] == "娆㈣繋澶у鏉ヤ綋楠岃揪鎽╅櫌鎺ㄥ嚭鐨勮闊宠瘑鍒ā鍨�"
def test_paraformer_large_aishell2(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_paraformer-large_asr_nat-zh-cn-16k-aishell2-vocab8404-pytorch')
+ model="damo/speech_paraformer-large_asr_nat-zh-cn-16k-aishell2-vocab8404-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
+ assert rec_result["text"] == "娆㈣繋澶у鏉ヤ綋楠岃揪鎽╅櫌鎺ㄥ嚭鐨勮闊宠瘑鍒ā鍨�"
def test_paraformer_large_common(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch')
+ model="damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
+ assert rec_result["text"] == "娆㈣繋澶у鏉ヤ綋楠岃揪鎽╅櫌鎺ㄥ嚭鐨勮闊宠瘑鍒ā鍨�"
+
+ def test_paraformer_large_online_common(self):
+ inference_pipeline = pipeline(
+ task=Tasks.auto_speech_recognition,
+ model="damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online",
+ model_revision="v1.0.6",
+ update_model=False,
+ mode="paraformer_fake_streaming",
+ )
+ rec_result = inference_pipeline(
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
+ logger.info("asr inference result: {0}".format(rec_result))
+ assert rec_result["text"] == "娆㈣繋澶у鏉ヤ綋楠岃揪鎽╅櫌鎺ㄥ嚭鐨勮闊宠瘑鍒ā鍨�"
+
+ def test_paraformer_online_common(self):
+ inference_pipeline = pipeline(
+ task=Tasks.auto_speech_recognition,
+ model="damo/speech_paraformer_asr_nat-zh-cn-16k-common-vocab8404-online",
+ model_revision="v1.0.6",
+ update_model=False,
+ mode="paraformer_fake_streaming",
+ )
+ rec_result = inference_pipeline(
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
+ logger.info("asr inference result: {0}".format(rec_result))
+ assert rec_result["text"] == "娆㈣繋澶у鏉ヤ綋楠岃揪鎽╅櫌鎺ㄥ嚭鐨勮闊宠瘑鍒ā鍨�"
def test_paraformer_tiny_commandword(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_paraformer-tiny-commandword_asr_nat-zh-cn-16k-vocab544-pytorch')
+ model="damo/speech_paraformer-tiny-commandword_asr_nat-zh-cn-16k-vocab544-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh_command.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh_command.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_paraformer_8k(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_paraformer_asr_nat-zh-cn-8k-common-vocab8358-tensorflow1')
+ model="damo/speech_paraformer_asr_nat-zh-cn-8k-common-vocab8358-tensorflow1",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_8K.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_8K.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_paraformer_aishell1(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_paraformer_asr_nat-zh-cn-16k-aishell1-vocab4234-pytorch')
+ model="damo/speech_paraformer_asr_nat-zh-cn-16k-aishell1-vocab4234-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_paraformer_aishell2(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_paraformer_asr_nat-zh-cn-16k-aishell2-vocab5212-pytorch')
+ model="damo/speech_paraformer_asr_nat-zh-cn-16k-aishell2-vocab5212-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
@@ -147,22 +213,27 @@
def test_funasr_path(self):
import funasr
import os
+
logger.info("run_dir:{0} ; funasr_path: {1}".format(os.getcwd(), funasr.__file__))
def test_aishell1(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_paraformerbert_asr_nat-zh-cn-16k-aishell1-vocab4234-pytorch')
+ model="damo/speech_paraformerbert_asr_nat-zh-cn-16k-aishell1-vocab4234-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://modelscope.oss-cn-beijing.aliyuncs.com/test/audios/asr_example.wav')
+ audio_in="https://modelscope.oss-cn-beijing.aliyuncs.com/test/audios/asr_example.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_aishell2(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_paraformerbert_asr_nat-zh-cn-16k-aishell2-vocab5212-pytorch')
+ model="damo/speech_paraformerbert_asr_nat-zh-cn-16k-aishell2-vocab5212-pytorch",
+ )
rec_result = inference_pipeline(
- audio_in='https://modelscope.oss-cn-beijing.aliyuncs.com/test/audios/asr_example.wav')
+ audio_in="https://modelscope.oss-cn-beijing.aliyuncs.com/test/audios/asr_example.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
@@ -170,304 +241,370 @@
def test_funasr_path(self):
import funasr
import os
+
logger.info("run_dir:{0} ; funasr_path: {1}".format(os.getcwd(), funasr.__file__))
def test_uniasr_2pass_cantonese_chs_16k_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-cantonese-CHS-16k-common-vocab1468-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-cantonese-CHS-16k-common-vocab1468-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_cantonese-CHS.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_cantonese-CHS.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_cantonese_chs_16k_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-cantonese-CHS-16k-common-vocab1468-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-cantonese-CHS-16k-common-vocab1468-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_cantonese-CHS.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_cantonese-CHS.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_cn_dialect_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-cn-dialect-16k-vocab8358-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-cn-dialect-16k-vocab8358-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_cn_dialect_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-cn-dialect-16k-vocab8358-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-cn-dialect-16k-vocab8358-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav"
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_de_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-de-16k-common-vocab3690-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-de-16k-common-vocab3690-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_de.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_de.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_de_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-de-16k-common-vocab3690-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-de-16k-common-vocab3690-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_de.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_de.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_en_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-en-16k-common-vocab1080-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-en-16k-common-vocab1080-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_en.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_en.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_en_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-en-16k-common-vocab1080-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-en-16k-common-vocab1080-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_en.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_en.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_es_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-es-16k-common-vocab3445-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-es-16k-common-vocab3445-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_es.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_es.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_es_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-es-16k-common-vocab3445-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-es-16k-common-vocab3445-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_es.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_es.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_fa_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-fa-16k-common-vocab1257-pytorch-offline')
+ model="damo/speech_UniASR_asr_2pass-fa-16k-common-vocab1257-pytorch-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_fa.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_fa.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_fa_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-fa-16k-common-vocab1257-pytorch-online')
+ model="damo/speech_UniASR_asr_2pass-fa-16k-common-vocab1257-pytorch-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_fa.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_fa.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_fr_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-fr-16k-common-vocab3472-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-fr-16k-common-vocab3472-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_fr.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_fr.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_fr_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-fr-16k-common-vocab3472-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-fr-16k-common-vocab3472-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_fr.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_fr.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_id_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-id-16k-common-vocab1067-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-id-16k-common-vocab1067-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_id.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_id.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_id_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-id-16k-common-vocab1067-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-id-16k-common-vocab1067-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_id.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_id.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_ja_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-ja-16k-common-vocab93-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-ja-16k-common-vocab93-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ja.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ja.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_ja_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-ja-16k-common-vocab93-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-ja-16k-common-vocab93-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ja.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ja.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_ko_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-ko-16k-common-vocab6400-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-ko-16k-common-vocab6400-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ko.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ko.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_ko_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-ko-16k-common-vocab6400-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-ko-16k-common-vocab6400-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ko.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ko.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_minnan_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-minnan-16k-common-vocab3825')
+ model="damo/speech_UniASR_asr_2pass-minnan-16k-common-vocab3825",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_pt_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-pt-16k-common-vocab1617-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-pt-16k-common-vocab1617-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_pt.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_pt.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_pt_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-pt-16k-common-vocab1617-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-pt-16k-common-vocab1617-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_pt.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_pt.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
-
+
def test_uniasr_2pass_ru_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-ru-16k-common-vocab1664-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-ru-16k-common-vocab1664-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ru.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ru.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_ru_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-ru-16k-common-vocab1664-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-ru-16k-common-vocab1664-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ru.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_ru.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_vi_common_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-vi-16k-common-vocab1001-pytorch-offline')
+ model="damo/speech_UniASR_asr_2pass-vi-16k-common-vocab1001-pytorch-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_vi.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_vi.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_vi_common_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-vi-16k-common-vocab1001-pytorch-online')
+ model="damo/speech_UniASR_asr_2pass-vi-16k-common-vocab1001-pytorch-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_vi.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_vi.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_zhcn_8k_common_vocab3445_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-zh-cn-8k-common-vocab3445-pytorch-offline')
+ model="damo/speech_UniASR_asr_2pass-zh-cn-8k-common-vocab3445-pytorch-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_zhcn_8k_common_vocab3445_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-zh-cn-8k-common-vocab3445-pytorch-online')
+ model="damo/speech_UniASR_asr_2pass-zh-cn-8k-common-vocab3445-pytorch-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_zhcn_8k_common_vocab8358_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-zh-cn-8k-common-vocab8358-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-zh-cn-8k-common-vocab8358-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_zhcn_8k_common_vocab8358_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-zh-cn-8k-common-vocab8358-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-zh-cn-8k-common-vocab8358-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_zhcn_16k_common_vocab8358_offline(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASauto_speech_recognitionR_asr_2pass-zh-cn-16k-common-vocab8358-tensorflow1-offline')
+ model="damo/speech_UniASR_asr_2pass-zh-cn-16k-common-vocab8358-tensorflow1-offline",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav',
- param_dict={"decoding_model": "offline"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav",
+ param_dict={"decoding_model": "offline"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
def test_uniasr_2pass_zhcn_16k_common_vocab8358_online(self):
inference_pipeline = pipeline(
task=Tasks.auto_speech_recognition,
- model='damo/speech_UniASR_asr_2pass-zh-cn-16k-common-vocab8358-tensorflow1-online')
+ model="damo/speech_UniASR_asr_2pass-zh-cn-16k-common-vocab8358-tensorflow1-online",
+ )
rec_result = inference_pipeline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav',
- param_dict={"decoding_model": "normal"})
+ audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav",
+ param_dict={"decoding_model": "normal"},
+ )
logger.info("asr inference result: {0}".format(rec_result))
-
-if __name__ == '__main__':
+if __name__ == "__main__":
unittest.main()
--
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