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eess.AS2024★ 1 cited
A Tutorial on Clinical Speech AI Development: From Data Collection to Model Validation
Si-Ioi Ng, Lingfeng Xu, Ingo Siegert +4
There has been a surge of interest in leveraging speech as a marker of health for a wide spectrum of conditions. The underlying premise is that any neurological, mental, or physica…
eess.AS2023
Improving Voice Conversion for Dissimilar Speakers Using Perceptual Losses
Suhita Ghosh, Yamini Sinha, Ingo Siegert +1
The rising trend of using voice as a means of interacting with smart devices has sparked worries over the protection of users' privacy and data security. These concerns have become…
eess.AS2023★ 3 cited
Emo-StarGAN: A Semi-Supervised Any-to-Many Non-Parallel Emotion-Preserving Voice Conversion
Suhita Ghosh, Arnab Das, Yamini Sinha +3
Speech anonymisation prevents misuse of spoken data by removing any personal identifier while preserving at least linguistic content. However, emotion preservation is crucial for n…