Partially Fine-tuned HuBERT Large

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Audio2 results

Emotion RecognitiononIEMOCAP
WA· 2021-11-04
0.796
best: 0.81 (TAP)
SOTA
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding arXiv:2111.02735
Emotion RecognitiononIEMOCAP
WA CV· 2021-11-04
0.73
best: 0.7803 (emoDARTS)
SOTA
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding arXiv:2111.02735

Speech2 results

Speech Emotion RecognitiononIEMOCAP
WA· 2021-11-04
0.796
best: 0.81 (TAP)
SOTA
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding arXiv:2111.02735
Speech Emotion RecognitiononIEMOCAP
WA CV· 2021-11-04
0.73
best: 0.7803 (emoDARTS)
SOTA
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding arXiv:2111.02735