Automatic Speech Recognition
LiteRT
LiteRT
speech
audio
parakeet
tdt
int8
android
on-device
buffered-streaming
Instructions to use spybyscript/parakeet-tdt-litert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LiteRT
How to use spybyscript/parakeet-tdt-litert with LiteRT:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
File size: 1,426 Bytes
39d57af | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 | {
"candidate": {
"bucket": 1500,
"variant": "all8",
"peak_rss_gb": 1.600212992,
"english_wer": 0.042953020134228186,
"english_seconds": 11.591583443339914,
"longform_seconds": 12.17721762927249,
"comparisons": {
"english": {
"clips": 33,
"exact_token_sequences": 29,
"exact_normalized_words": 31,
"token_edits": 10,
"word_edits_vs_fp16": 2
},
"longform": {
"clips": 4,
"exact_token_sequences": 1,
"exact_normalized_words": 2,
"token_edits": 73,
"word_edits_vs_fp16": 31
}
}
},
"reference": "Original T1500 FP16 LiteRT",
"english_reference_words": 745,
"english_reference_type": "Synthetic source text, not independently human-verified transcripts",
"longform_reference_type": "No full human transcripts; no WER claimed",
"android_validated": false,
"linux_page_advice": [
{
"corpus": "english",
"clips": 33,
"exact_tokens_vs_unhinted_int8": true,
"peak_rss_gb": 1.4610432,
"resident_rss_gb": 0.954400768,
"resident_pss_gb": 0.947043328,
"seconds": 10.858530042227358
},
{
"corpus": "longform",
"clips": 4,
"exact_tokens_vs_unhinted_int8": true,
"peak_rss_gb": 1.462030336,
"resident_rss_gb": 0.954167296,
"resident_pss_gb": 0.946869248,
"seconds": 11.424920583609492
}
]
} |