Automatic Speech Recognition
NeMo
Safetensors
indic_canary
speech
audio
asr
multilingual
indic
code-switching
code-mixing
romanization
transliteration
language-identification
canary
fastconformer
custom_code
Instructions to use spark-ux/indic-transcribe-flex with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- NeMo
How to use spark-ux/indic-transcribe-flex with NeMo:
import nemo.collections.asr as nemo_asr asr_model = nemo_asr.models.ASRModel.from_pretrained("spark-ux/indic-transcribe-flex") transcriptions = asr_model.transcribe(["file.wav"]) - Notebooks
- Google Colab
- Kaggle
| { | |
| "tokenizer_class": "IndicCanaryTokenizer", | |
| "layout": { | |
| "spl_tokens": [ | |
| 0, | |
| 1152 | |
| ], | |
| "multilingual": [ | |
| 1152, | |
| 7152 | |
| ] | |
| }, | |
| "unk_id": 0, | |
| "nospeech_id": 1, | |
| "pad_id": 2, | |
| "eos_id": 3, | |
| "bos_id": 4, | |
| "prompt_langs": [ | |
| "bn", | |
| "gu", | |
| "hi", | |
| "kn", | |
| "ml", | |
| "mr", | |
| "or", | |
| "ta", | |
| "te", | |
| "ur" | |
| ], | |
| "prompt_ids_by_lang": { | |
| "bn": [ | |
| 7, | |
| 4, | |
| 18, | |
| 42, | |
| 42, | |
| 5, | |
| 9, | |
| 11, | |
| 13, | |
| 15 | |
| ], | |
| "gu": [ | |
| 7, | |
| 4, | |
| 18, | |
| 84, | |
| 84, | |
| 5, | |
| 9, | |
| 11, | |
| 13, | |
| 15 | |
| ], | |
| "hi": [ | |
| 7, | |
| 4, | |
| 18, | |
| 89, | |
| 89, | |
| 5, | |
| 9, | |
| 11, | |
| 13, | |
| 15 | |
| ], | |
| "kn": [ | |
| 7, | |
| 4, | |
| 18, | |
| 104, | |
| 104, | |
| 5, | |
| 9, | |
| 11, | |
| 13, | |
| 15 | |
| ], | |
| "ml": [ | |
| 7, | |
| 4, | |
| 18, | |
| 130, | |
| 130, | |
| 5, | |
| 9, | |
| 11, | |
| 13, | |
| 15 | |
| ], | |
| "mr": [ | |
| 7, | |
| 4, | |
| 18, | |
| 134, | |
| 134, | |
| 5, | |
| 9, | |
| 11, | |
| 13, | |
| 15 | |
| ], | |
| "or": [ | |
| 7, | |
| 4, | |
| 18, | |
| 149, | |
| 149, | |
| 5, | |
| 9, | |
| 11, | |
| 13, | |
| 15 | |
| ], | |
| "ta": [ | |
| 7, | |
| 4, | |
| 18, | |
| 185, | |
| 185, | |
| 5, | |
| 9, | |
| 11, | |
| 13, | |
| 15 | |
| ], | |
| "te": [ | |
| 7, | |
| 4, | |
| 18, | |
| 187, | |
| 187, | |
| 5, | |
| 9, | |
| 11, | |
| 13, | |
| 15 | |
| ], | |
| "ur": [ | |
| 7, | |
| 4, | |
| 18, | |
| 199, | |
| 199, | |
| 5, | |
| 9, | |
| 11, | |
| 13, | |
| 15 | |
| ] | |
| } | |
| } |