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Papers Benchmarks Datasets Tasks

Target Speech Extraction research benchmarks · SOTA2 Research

Target Speech Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Relative Cue-based TSE Mixtures (test)

TF-Locoformer TSE

18SI-SDRi

43

Mar 4, 2026

iEEG Clinical Dataset (test)

13SNR

9

Feb 26, 2026

Libri2Mix mix_both 2-speaker+noise (test)

D-LGTSE-mDPTNet (Offline)

11.7SI-SDR

8

Mar 16, 2026

Libri2Mix 100 2-speaker+noise 16kHz (test)

LGTSE+tripleC-parallel

2.33PESQ

8

Feb 26, 2026

Libri2Mix 100 16kHz (test)

LGTSE+tripleC-parallel

15.23SI-SDR

8

Feb 26, 2026

Libri2Mix-100 (1-speaker+noise) 16kHz (test)

LGTSE+tripleC-parallel

14.51SI-SDR

7

Feb 26, 2026

Libri2Mix 2-Speaker+Noise 16 kHz (test)

11.12SI-SDR

5

Feb 26, 2026

DTU (unseen subjects)

67.16Accuracy

3

Jun 24, 2026

KUL (unseen subjects)

64.31Accuracy

3

Jun 24, 2026

Libri2Mix noisy

13.3SI-SDR

2

Feb 26, 2026

Libri2Mix 360 2-speaker+noise 16kHz (test)

9.7SI-SDR

1

Feb 26, 2026

Libri2Mix-360 2-speaker 16kHz (test)

13.8SI-SDR

1

Feb 26, 2026

Popular datasets

Libri2Mix LibriMix iEEG Clinical Dataset DTU Relative Cue-based TSE Mixtures

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