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speechbrain_asr_transcribe_audio_with_huggingface_pretrained_model.py

python

Perform speech recognition (ASR) on an audio file using a pre-trained model

15d ago11 linesspeechbrain.github.io
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speechbrain_asr_transcribe_audio_with_huggingface_pretrained_model.py
1from speechbrain.inference.ASR import EncoderDecoderASR
2
3# Load the pre-trained model from Hugging Face
4asr_model = EncoderDecoderASR.from_hparams(source="speechbrain/asr-crdnn-rnnlm-librispeech", savedir="pretrained_models/asr-crdnn-rnnlm-librispeech")
5
6# Perform speech recognition on an audio file
7# Replace 'example.wav' with the path to your audio file
8# SpeechBrain provides a sample; you can download one or use your own.
9transcription = asr_model.transcribe_file("speechbrain/asr-crdnn-rnnlm-librispeech/example.wav")
10
11print(transcription)