EvoTSE improves target speaker extraction by continuously evolving the enrollment via reliability-filtered retrieval of high-confidence historical estimates, reducing speaker confusion and boosting out-of-domain performance without extra annotated data.
Tar- get speaker extraction through comparing noisy positive and negative audio enrollments
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EvoTSE: Evolving Enrollment for Target Speaker Extraction
EvoTSE improves target speaker extraction by continuously evolving the enrollment via reliability-filtered retrieval of high-confidence historical estimates, reducing speaker confusion and boosting out-of-domain performance without extra annotated data.