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Lipi-Ghor: A Large-Scale, Diarized, Multi-Domain Bengali Speech Corpus and a Scalable Pipeline for Building It

arXiv cs.CL ↗ · 2026-10-28

Lipi-Ghor introduces an 885-hour, diarized, multi-domain Bengali speech corpus built from YouTube videos via a replicable pipeline, along with benchmarks of four ASR models and a human-verified gold evaluation split released under CC-BY-4.0.

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#speech-corpus

Noise-Robust Forced Alignment for Spontaneous Speech

arXiv cs.LG ↗ · 2026-10-19 Cached

该论文提出一种噪声鲁棒的强制对齐方法,用上采样WLM特征替代MFCC的GMM-HMM对齐器,并显式建模填充词和非词汇语音事件,在Buckeye和FluencyBank上将词边界误差降低19%和17%,大幅减少灾难性错配。

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BanglaKontho: Closing the Long-Form Gap in Bangla Text-to-Speech

arXiv cs.CL ↗ · 2026-09-25 Cached

BanglaKontho presents a 20-hour single-speaker Bangla TTS corpus from professional audiobooks, along with an open-source text normalizer and preprocessing pipeline, to address the gap in long-form prosody for low-resource Bangla speech synthesis.

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