On the Usefulness of Diffusion-Based Room Impulse Response Interpolation to Microphone Array Processing
Fuente:
arXiv
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| Autori principali: | , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2026
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| Soggetti: | |
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| _version_ | 1866908920704925696 |
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| author | Della Torre, Sagi Pezzoli, Mirco Antonacci, Fabio Gannot, Sharon |
| author_facet | Della Torre, Sagi Pezzoli, Mirco Antonacci, Fabio Gannot, Sharon |
| contents | Room Impulse Responses estimation is a fundamental problem in spatial audio processing and speech enhancement. In this paper, we build upon our previously introduced diffusion-based inpainting framework for Room Impulse Response interpolation and demonstrate its applicability to enhancing the performance of practical multi-microphone array processing tasks. Furthermore, we validate the robustness of this method in interpolating real-world Room Impulse Responses. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2603_28209 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | On the Usefulness of Diffusion-Based Room Impulse Response Interpolation to Microphone Array Processing Della Torre, Sagi Pezzoli, Mirco Antonacci, Fabio Gannot, Sharon Sound Room Impulse Responses estimation is a fundamental problem in spatial audio processing and speech enhancement. In this paper, we build upon our previously introduced diffusion-based inpainting framework for Room Impulse Response interpolation and demonstrate its applicability to enhancing the performance of practical multi-microphone array processing tasks. Furthermore, we validate the robustness of this method in interpolating real-world Room Impulse Responses. |
| title | On the Usefulness of Diffusion-Based Room Impulse Response Interpolation to Microphone Array Processing |
| topic | Sound |
| url | https://arxiv.org/abs/2603.28209 |