Abstract: In recent speech enhancement (SE) research, transformer and its variants have emerged as the predominant methodologies. However, the quadratic complexity of the self-attention mechanism ...

We propose ZipEnhancer, which is Dual-Path Down-Up Sampling-based Zipformer for Monaural Speech Enhancement, incorporating time and frequency domain Down-Up sampling to reduce computational costs. We ...

Current methods for monaural speech enhancement only utilize acoustic information but ignore the phonetic information of an utterance. In the voice conversion community, significant progress has been ...

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Everything from the studio logos and title cards to the camera operation and monaural soundtrack mirrors films from that time ...

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The basic theoretical foundation in BWE is to stimulate the brain at the desired frequency via auditory tones, flashing lights, or a combination of both using iso- chronic, monaural, or binaural beats ...

Focus Range Normal 0.4 in. 1cm - infinity W, 9.8 in. 25cm - infinity T, Macro 0.4 in. - 1.6 ft. 1-50cm W, 9.8 in. - 1.6 ft. 25 - 50cm T ...