CommonVoice
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Speech Recognition | CommonVoice | WER25.49 | 40 | |
| Automatic Speech Recognition | CommonVoice | CER (English)7.04 | 19 | |
| Automatic Speech Recognition | CommonVoice 17.0 (test) | Word Error Rate (WER)2.8 | 18 | |
| Automatic Speech Recognition | CommonVoice (test) | WER0.46 | 18 | |
| ASR error correction | CommonVoice (CV) (test) | WER5.8 | 18 | |
| Multilingual Automatic Speech Recognition | CommonVoice | WER (de)4.42 | 13 | |
| Automatic Speech Recognition | CommonVoice normative (test) | CER2.01 | 11 | |
| Membership Inference Attack | CommonVoice | Precision79.34 | 10 | |
| Automatic Speech Recognition | CommonVoice segmented (test) | WER11.4 | 10 | |
| Automatic Speech Recognition | CommonVoice Russian (cv-ru) | WER24.65 | 9 | |
| LID | CommonVoice | Accuracy (eng)99.4 | 8 | |
| Automatic Speech Recognition | CommonVoice (CV) v17 | WER8.8 | 8 | |
| Phoneme recognition | CommonVoice (test) | Phoneme Error Rate (es)2 | 7 | |
| Language Identification | CommonVoice (test) | Accuracy98.7 | 6 | |
| Speech Recognition | German CommonVoice 6.1 (test) | WER3.64 | 6 | |
| Speech Recognition | CommonVoice French | WER8 | 5 | |
| Speech Recognition | CommonVoice German | WER6.6 | 5 | |
| Speech Recognition with Timestamps | CommonVoice | AAS54.53 | 5 | |
| Automatic Speech Recognition | CommonVoice CN | WER7.29 | 5 | |
| Automatic Speech Recognition | CommonVoice 13 languages (test) | WER9.18 | 5 | |
| Automatic Speech Recognition | CommonVoice Twi | WER87.54 | 3 | |
| Automatic Speech Recognition | CommonVoice (dev) | WER7.2 | 3 | |
| Text-to-Speech | CommonVoice JA | UTMOS2.65 | 3 | |
| In-context Text-to-Speech | CommonVoice English v13.0 (test) | Sim-o0.674 | 3 | |
| Phonological feature prediction | CommonVoice Spanish (test) | Manner F1 Score92.6 | 2 |
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