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Inference failed when using greedy decoder

Open muntasir2000 opened this issue 2 years ago • 0 comments

Hi, I'm trying the deploy a NeMo conformer CTC model using Riva. It works well when evaluating with NeMo, but Riva is failing to infer when using this command during riva-build -

riva-build speech_recognition -f /servicemaker-dev/ASR-Model-Language-bn-val-wer-0.132.rmir /servicemaker-dev/ASR-Model-Language-bn-val-wer-0.132.riva \
--name=conformer-ctc-med-voicebook-it1-run3 \
--featurizer.use_utterance_norm_params=False \
--featurizer.precalc_norm_time_steps=0 \
--featurizer.precalc_norm_params=False \
--ms_per_timestep=40 \
--nn.fp16_needs_obey_precision_pass \
--chunk_size=0.16 \
--left_padding_size=1.92 \
--right_padding_size=1.92 \
--decoder_type=greedy \
--language_code=bn-BD --force

Using this command to transcribe an audio file - /opt/riva/clients/riva_streaming_asr_client --audio_file /audios/a1.wav --language-code bn-BD --riva_uri localhost:50051 And getting this error in the riva speech container -

0105 06:11:48.388618   195 grpc_riva_asr.cc:1464] ASRService.StreamingRecognize called.
I0105 06:11:48.388924   195 grpc_riva_asr.cc:1491] ASRService.StreamingRecognize performing streaming recognition with sequence id: 761739119
I0105 06:11:48.389112   195 grpc_riva_asr.cc:1556] Using model conformer-ctc-med-voicebook-it1-run3 for inference
I0105 06:11:48.389196   195 grpc_riva_asr.cc:1573] Model sample rate= 16000 for inference
I0105 06:11:48.389746   195 riva_asr_stream.cc:214] Detected format: encoding = 1 numchannels = 1 samplerate = 8000 bitspersample = 16
I0105 06:11:48.390592   263 grpc_riva_asr.cc:1227] Creating resampler, audio file sample rate=8000 model sample_rate=16000
E0105 06:11:48.681532 92 ctc-decoder.cc:328] Inference failed in ASR decoder: basic_string::_M_construct null not valid
E0105 06:11:48.681618 92 backend_triton_api.cc:111] Model 'conformer-ctc-med-voicebook-it1-run3-ctc-decoder-cpu-streaming', instance: 'conformer-ctc-med-voicebook-it1-run3-ctc-decoder-cpu-streaming_0': failed executing 1 request(s) as one batch on device 0
W0105 06:13:28.664069   263 grpc_riva_asr.cc:1332] Response timeout. requests sent: 814 received: 52
E0105 06:13:28.664247   195 grpc_riva_asr.cc:1677] ASRService.StreamingRecognize returning failure

muntasir2000 avatar Jan 05 '23 06:01 muntasir2000