Conformer

Reported on 5 benchmarks across 4 tasks · 3 papers · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio3 results

Speech RecognitiononSagalee
Test WER· 2025-02-01
15.32
best: 10.82 (Whisper-largev3-finetuned)
SOTA
Sagalee: an Open Source Automatic Speech Recognition Dataset for Oromo Language arXiv:2502.00421
Audio ClassificationonBalanced Audio Set
Mean AP· 2021-10-14
27.6
best: 42.4 (EquiAV)
SOTA
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks arXiv:2110.07313
Speech RecognitiononSPGISpeech
Word Error Rate (WER)· 2021-04-05
5.7
best: 2.35 (Icefall - zipformer transducer)
SOTA
SPGISpeech: 5,000 hours of transcribed financial audio for fully formatted end-to-end speech recognition arXiv:2104.02014

Speech1 result

Automatic Speech Recognition (ASR)onSagalee
Test WER· 2025-02-01
15.32
best: 10.82 (Whisper-largev3-finetuned)
SOTA
Sagalee: an Open Source Automatic Speech Recognition Dataset for Oromo Language arXiv:2502.00421

Methodology1 result

ClassificationonBalanced Audio Set
Mean AP· 2021-10-14
27.6
best: 42.4 (EquiAV)
SOTA
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks arXiv:2110.07313