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PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads

arXiv cs.AI · 2026-08-07 Cached

PD-GS introduces a phoneme-driven 3D Gaussian Splatting approach for audio-driven talking heads, using a Linguistic Fusion Module to improve lip articulation and reduce closure violations.

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Phoneme- vs. Character-Level Targets and Selective State-Space Models for Intracortical Brain-to-Text

arXiv cs.CL · 2026-07-30 Cached

This paper investigates the effects of phonetic versus character targets and selective state-space models (Mamba) for intracortical brain-to-text decoding, finding that a GRU-based recurrent decoder remains the strongest performer on the Brain-to-Text '25 benchmark.

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Evaluating Bias in Phoneme-Based Automatic Speech Recognition Systems: An Analysis of IPA Transcription Models

arXiv cs.CL · 2026-06-11 Cached

This paper evaluates demographic and accent biases in phoneme-based ASR systems, specifically WhisperIPA and ZIPA, using phoneme error rate and a new Soft PER metric, revealing persistent disparities across languages and groups.

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