Model
Conformer-Transducer-XXLarge model for English Automatic Speech Recognition, trained on NeMo ASRSET
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1.8.0Selected04/14/2022 11:56 PM UTC3.44 GB Copied!
1.8.0Selected
04/14/2022 11:56 PM UTC3.44 GB
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Accuracy
| Key | Value |
|---|---|
| NSC Part 1 | 6.64 % |
| Librispeech test-other | 3.14 % |
| Librispeech dev-other | 3.09 % |
| WSJ Eval 92 | 1.49 % |
| WSJ Dev 93 | 2.42 % |
| Librispeech dev-clean | 1.52 % |
| Multilingual Librispeech dev (EN) | 5.29 % |
| Librispeech test-clean | 1.72 % |
| Multilingual Librispeech test (EN) | 5.85 % |
Model
| Key | Value |
|---|---|
| Encoder Dimension | 1024 |
| Number of Encoder Layers | 38 |
| Dataset | NeMo ASRSET 2.0 |
| ARCHITECTURE | Conformer-Transducer |
| Number of Predictor Layers | 2 |
| INPUTS | 16000 KHZ MONO-CHANNEL AUDIO (WAV FILES) |
| Number of Weights | 1B |
| OUTPUTS | TRANSCRIBED SPEECH |