parakeet-ctc-0.6b-Vietnamese

809
55
—
by
nvidia
Audio Model
OTHER
0.6B params
New
809 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
2GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
1GB+ RAM

Code Examples

bash
pip install -U nemo_toolkit['asr']
Automatically instantiate the modelpython
import nemo.collections.asr as nemo_asr
asr_model = nemo_asr.models.ASRModel.from_pretrained(model_name="nvidia/parakeet-ctc-0.6b-vi")
python
decoding_cfg = CTCDecodingConfig()

decoding_cfg.strategy = "flashlight"
decoding_cfg.beam.search_type = "flashlight"
decoding_cfg.beam.kenlm_path = f'path_to_model'
decoding_cfg.beam.flashlight_cfg.lexicon_path=f'path_to_lexicon'
decoding_cfg.beam.beam_size = 64
decoding_cfg.beam.beam_alpha = 0.3
decoding_cfg.beam.beam_beta = 0.5
decoding_cfg.beam.flashlight_cfg.beam_size_token = 32
decoding_cfg.beam.flashlight_cfg.beam_threshold = 20.0
    
asr_model.change_decoding_strategy(decoding_cfg)

output = asr_model.transcribe(['path_to_audios'])
print(output[0].text)

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