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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Bibliographic Details
Main Authors: Shaoting Zeng, Xinran Xu, Xinyu Chi, Yuqing Liu, Huiting Yu, Feng Zou
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11002503/
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