DNS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Speech Enhancement | DNS no_reverb (test) | PESQ3.419 | 46 | |
| Speech Enhancement | DNS Challenge Real Recordings (test) | SIG Score4.206 | 32 | |
| Speech Enhancement | DNS with reverb (test) | STOI93.84 | 27 | |
| Speech Enhancement | DNS (test) | SI-SDR (dB)19.7 | 23 | |
| Speech Enhancement | DNS no-reverb 2020 (test) | PESQ (WB)3.53 | 20 | |
| Speech Enhancement | DNS No-Reverb 1 (test) | DNSMOS3.44 | 19 | |
| General Speech Restoration | DNS-Real Out-Domain (test) | SIG3.59 | 17 | |
| Speech Denoising | DNS no-reverb (test) | PESQ (WB)3.262 | 16 | |
| Speech Enhancement | DNS with reverb 2020 (test) | PESQ-WB3.72 | 16 | |
| Speech Enhancement | DNS-Challenge (test) | SI-SDRi (dB)6.8 | 15 | |
| Speech Enhancement | DNS non-blind 2020 (test) | SI-SNR23.3 | 12 | |
| Speech Enhancement | DNS dataset | PESQ (Wideband)3.72 | 9 | |
| Personalized Speech Enhancement | DNS Track 2: Speakerphone Blind 5 (test) | SIG Score4.05 | 8 | |
| Personalized Speech Enhancement | DNS Track 1: Headset 5 (test) | SIG Score4.15 | 8 | |
| Personalized Speech Enhancement | DNS Without Interference 2022 (test) | SIG Score4.3 | 8 | |
| Personalized Speech Enhancement | DNS blind (With Interference) 2022 (test) | SIG Score3.97 | 8 | |
| General Speech Restoration | DNS-with-Reverb Out-Domain (test) | SIG3.581 | 7 | |
| Speech Enhancement | DNS w/o reverberation 2020 (test) | NB-PESQ3.74 | 7 | |
| Audio Denoising | DNS1 no-reverb | PESQ3.23 | 7 | |
| Speech enhancement | DNS 1 | PESQ2.66 | 6 | |
| Speech Denoising | DNS Non-Reverberant 2020 (test) | PESQ2.901 | 5 | |
| Subjective Evaluation | DNS blind (test) | MOS4.8125 | 5 | |
| Speech Denoising | DNS | RTF0.001 | 4 | |
| Personalized Speech Enhancement | DNS blind Speakerphone 2023 (test) | OVRL2.66 | 3 | |
| Personalized Speech Enhancement | DNS blind Headset 2023 (test) | OVRL2.65 | 3 |
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