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Preprint Sep 2026

PLACE: Positional Latent Adaptation via Conditioned Embeddings for Binaural Audio Generation

We present PLACE, a method that extends the pretrained any-to-audio model AudioX for binaural generation from arbitrary combinations of text, video, and optional audio prompts. PLACE augments video conditioning with Perception Encoder Core features, aligns text and video representations to derive spatial cues, and appl...

Tiernon Riesenmy, Zhang You, Gautam Bhattacharya et al. · 0 citations
#natural language process... Preprint Sep 2026

Tacit-TTS: From Autoregressive Decoding to Masked Prediction for Efficient Transcript-Free Voice Cloning

TTS systems with autoregressive semantic modeling have demonstrated strong zero-shot voice cloning performance and rich expressive variation, but their sequential decoding incurs substantial latency. Non-autoregressive alternatives offer much faster generation, yet often rely on more restrictive reference conditioning,...

Jian Chen, Zhang You, M. Vinton · 0 citations

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