arXiv Open Access 2023

FN-SSL: Full-Band and Narrow-Band Fusion for Sound Source Localization

Yabo Wang Bing Yang Xiaofei Li

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Abstrak

Extracting direct-path spatial features is critical for sound source localization in adverse acoustic environments. This paper proposes a full-band and narrow-band fusion network for estimating direct-path inter-channel phase difference (DP-IPD) from microphone signals. The alternating full-band and narrow-band layers are responsible for learning the full-band correlation and narrow-band extraction of DP-IPD, respectively. Experiments show that the proposed network noticeably outperforms other advanced methods on both simulated and real-world data.

Topik & Kata Kunci

eess.AS

Penulis (3)

Yabo Wang

Bing Yang

Xiaofei Li

Format Sitasi

APA MLA BibTeX

Wang, Y., Yang, B., Li, X. (2023). FN-SSL: Full-Band and Narrow-Band Fusion for Sound Source Localization. https://arxiv.org/abs/2305.19610

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Informasi Jurnal

Tahun Terbit: 2023
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓