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Yuan Gong Cheng-I Jeff Lai Yu-An Chung James Glass
Abstract
Code Repositories
YuanGongND/ast
pytorch
Mentioned in GitHub
YuanGongND/ssast
Official
pytorch
Mentioned in GitHub
siavashshams/ssamba
pytorch
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| audio-classification-on-balanced-audio-set | SSAST-PATCH | Mean AP: 31.0 |
| audio-classification-on-balanced-audio-set | SSAST-FRAME | Mean AP: 29.2 |
| speaker-identification-on-voxceleb1 | SSAST-PATCH | Accuracy: 64.2 Top-1 (%): 64.2 |
| speaker-identification-on-voxceleb1 | SSAST-FRAME | Accuracy: 80.8 Top-1 (%): 80.8 |
| spoken-command-recognition-on-speech-command | SSAST-PATCH | Accuracy: 98.0 |
| spoken-command-recognition-on-speech-command | SSAST-FRAME | Accuracy: 98.1 |
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