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SpoofCeleb: Speech Deepfake Detection and SASV In The Wild
Jee-weon Jung, Yihan Wu, Xin Wang +11
This paper introduces SpoofCeleb, a dataset designed for Speech Deepfake Detection (SDD) and Spoofing-robust Automatic Speaker Verification (SASV), utilizing source data from real-…
Improving robustness of spontaneous speech synthesis with linguistic speech regularization and pseudo-filled-pause insertion
Yuta Matsunaga, Takaaki Saeki, Shinnosuke Takamichi +1
We present a training method with linguistic speech regularization that improves the robustness of spontaneous speech synthesis methods with filled pause (FP) insertion. Spontaneou…
Empirical Study Incorporating Linguistic Knowledge on Filled Pauses for Personalized Spontaneous Speech Synthesis
Yuta Matsunaga, Takaaki Saeki, Shinnosuke Takamichi +1
We present a comprehensive empirical study for personalized spontaneous speech synthesis on the basis of linguistic knowledge. With the advent of voice cloning for reading-style sp…
Personalized Filled-pause Generation with Group-wise Prediction Models
Yuta Matsunaga, Takaaki Saeki, Shinnosuke Takamichi +1
In this paper, we propose a method to generate personalized filled pauses (FPs) with group-wise prediction models. Compared with fluent text generation, disfluent text generation h…