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20232026
most citedNaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models

20 citations · 22 across the 15 of their papers we have counts for

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16 papers · 1 filter

cs.SD2026

MimicLM: Zero-Shot Voice Imitation through Autoregressive Modeling of Pseudo-Parallel Speech Corpora

Tao Feng, Yuxiang Wang, Yuancheng Wang +5

Voice imitation aims to transform source speech to match a reference speaker's timbre and speaking style while preserving linguistic content. A straightforward approach is to train…

cs.SD2026

Scaling Speech Tokenizers with Diffusion Autoencoders

Yuancheng Wang, Zhenyu Tang, Yun Wang +9

Speech tokenizers are foundational to speech language models, yet existing approaches face two major challenges: (1) balancing trade-offs between encoding semantics for understandi…

cs.SD2026

FlexiVoice: Enabling Flexible Style Control in Zero-Shot TTS with Natural Language Instructions

Dekun Chen, Xueyao Zhang, Yuancheng Wang +3

This study proposes FlexiVoice, a text-to-speech (TTS) synthesis system capable of flexible style control with zero-shot voice cloning. The speaking style is controlled by a natura…

cs.SD2025

SpeechJudge: Towards Human-Level Judgment for Speech Naturalness

Xueyao Zhang, Chaoren Wang, Huan Liao +8

Aligning large generative models with human feedback is a critical challenge. In speech synthesis, this is particularly pronounced due to the lack of a large-scale human preference…

cs.SD2025

TaDiCodec: Text-aware Diffusion Speech Tokenizer for Speech Language Modeling

Yuancheng Wang, Dekun Chen, Xueyao Zhang +3

Speech tokenizers serve as foundational components for speech language models, yet current designs exhibit several limitations, including: 1) dependence on multi-layer residual vec…

cs.SD2025

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

Huan Liao, Qinke Ni, Yuancheng Wang +5

Paralinguistic vocalizations-including non-verbal sounds like laughter and breathing, as well as lexicalized interjections such as "uhm" and "oh"-are integral to natural spoken com…