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espnet/librispeech_multiblank_transducer_8421
librispeech_multiblank_transducer_8421 is a automatic speech recognition model from espnet. Use it when you need speech turned into text.
Downloads · 30 days
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53% of all-time downloads
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From the Hugging Face model README
import librosa
from espnet2.bin.asr_inference import Speech2Text
speech2text = Speech2Text.from_pretrained(model_tag="espnet/librispeech_multiblank_transducer_8421")
# librosa resamples and mixes to one channel, so any file works; 16000 is
# what nearly every espnet recogniser is trained on - check this model's
# config if its audio is not 16 kHz
speech, rate = librosa.load("audio.wav", sr=16000, mono=True)
text, *_ = speech2text(speech)[0]
print(text)