A weakly guided speaker extraction pipeline using only the initial direction, with a jointly trained tracker and spatial filter, outperforms a static-trained strongly guided baseline and resolves crossing-speaker ambiguities on synthetic data.
distortions, perceptual quality and intelligibility via the metrics SI-SDR [38], PESQ
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.AS 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Steering Deep Non-Linear Spatially Selective Filters for Weakly Guided Extraction of Moving Speakers in Dynamic Scenarios
A weakly guided speaker extraction pipeline using only the initial direction, with a jointly trained tracker and spatial filter, outperforms a static-trained strongly guided baseline and resolves crossing-speaker ambiguities on synthetic data.