<ul data-eligibleForWebStory="false"><li>Recent research focuses on deep non-linear spatially selective filters for enhancing moving speakers efficiently.</li><li>Traditional deep filters excel with known-direction stationary speakers, but struggle with moving speakers without extra tracking algorithms.</li><li>A new method combines a simple particle filter with temporal feedback to enhance speech signals and improve tracking accuracy in dynamic scenarios.</li><li>Evaluation shows the proposed self-steering pipeline outperforms other methods, making it a promising solution for real-time speech enhancement.</li></ul>

Self-Steering Deep Non-Linear Spatially Selective Filters for Efficient Extraction of Moving Speakers under Weak Guidance

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