Research Papers Topics
Text-to-speech and voice generation models, including zero-shot, expressive, and dialogue synthesis.
Speech Synthesis · Independent Researcher
A Broad Benchmark for Long-Form Speech Generation turns long-form speech generation into a checkable test, with concrete failure signals, benchmark limits, and builder takeaways.
Speech Synthesis · Independent Researcher
MMAE: A Massive Benchmark for Audio Editing Models turns audio editing evaluation into a checkable test, with concrete failure signals, benchmark limits, and builder takeaways.
Speech Synthesis · Zhejiang University
SwanSphere streams first-order ambisonic audio synced to video or text, emitting its first chunk in 0.21s while cutting Frechet Distance to 120.28 vs OmniAudio's 157.67. Quality without waiting for the whole clip.
Speech Synthesis · Microsoft Research
NaturalSpeech 2 uses latent diffusion over neural-audio-codec vectors and scales to 44K hours of speech and singing, aiming for stronger zero-shot prosody than token LMs.
Speech Synthesis · Microsoft Research
VALL-E reframes TTS as codec-token language modeling: 60K hours of speech plus a 3-second prompt produce personalized zero-shot speech, but safety and release constraints matter.
SwanVoice is a zero-shot TTS system that generates an entire 1-4 speaker conversation in one pass, keeping voice, mood, and prosody consistent across turns where turn-by-turn synthesis drifts — but content accuracy lags.