Research on Speech Enhancement Translation and Mel-Spectrogram Mapping Method for the Deaf Based on Pix2PixGANs

This study proposes an innovative speech translation method based on Pix2PixGAN, which maps the Mel spectrograms of speech produced by deaf individuals to those of normal-hearing individuals and generates semantically coherent speech output. The objective is to translate speech produced by the deaf...

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Autori principali:	Shaoting Zeng, Xinran Xu, Xinyu Chi, Yuqing Liu, Huiting Yu, Feng Zou
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	IEEE 2025-01-01
Serie:	IEEE Access
Soggetti:	Deaf speech enhancement and translation Pix2PixGANs Mel spectrograms generative adversarial networks AI-assisted design for deaf welfare
Accesso online:	https://ieeexplore.ieee.org/document/11002503/
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