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Probing Self-supervised Learning Models with Target Speech Extraction

Probing Self-supervised Learning Models with Target Speech Extraction

17 February 2024
Junyi Peng
Marc Delcroix
Tsubasa Ochiai
Oldrich Plchot
Takanori Ashihara
Shoko Araki
J. Černocký
ArXiv (abs)PDFHTML

Papers citing "Probing Self-supervised Learning Models with Target Speech Extraction"

5 / 5 papers shown
Title
Iterative refinement, not training objective, makes HuBERT behave differently from wav2vec 2.0
Iterative refinement, not training objective, makes HuBERT behave differently from wav2vec 2.0
Robin Huo
Ewan Dunbar
88
2
0
11 Aug 2025
Incorporating Linguistic Constraints from External Knowledge Source for Audio-Visual Target Speech Extraction
Incorporating Linguistic Constraints from External Knowledge Source for Audio-Visual Target Speech Extraction
Wenxuan Wu
Shuai Wang
Xixin Wu
Chao Yang
Haizhou Li
227
2
0
11 Jun 2025
TS-SUPERB: A Target Speech Processing Benchmark for Speech Self-Supervised Learning Models
TS-SUPERB: A Target Speech Processing Benchmark for Speech Self-Supervised Learning ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Junyi Peng
Takanori Ashihara
Marc Delcroix
Tsubasa Ochiai
Oldrich Plchot
Shoko Araki
J. Černocký
ELM
253
1
0
10 May 2025
Investigation of Speaker Representation for Target-Speaker Speech
  Processing
Investigation of Speaker Representation for Target-Speaker Speech ProcessingSpoken Language Technology Workshop (SLT), 2024
Takanori Ashihara
Takafumi Moriya
Shota Horiguchi
Junyi Peng
Tsubasa Ochiai
Marc Delcroix
Kohei Matsuura
Hiroshi Sato
194
2
0
15 Oct 2024
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark
ML-SUPERB: Multilingual Speech Universal PERformance BenchmarkInterspeech (Interspeech), 2023
Jiatong Shi
Dan Berrebbi
William Chen
Ho-Lam Chung
En-Pei Hu
...
Xuankai Chang
Shang-Wen Li
Abdel-rahman Mohamed
Hung-yi Lee
Shinji Watanabe
ELM
274
85
0
18 May 2023
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