#bangla-nlp News & Analysis

2 articles tagged with #bangla-nlp. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · May 126/10

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Bangla-WhisperDiar: Fine-Tuning Whisper and PyAnnote for Bangla Long-Form Speech Recognition and Speaker Diarization

Researchers have developed Bangla-WhisperDiar, a fine-tuned speech recognition and speaker diarization system that achieves a 24.41% word error rate for ASR and 23.92% diarization error rate. The work addresses critical gaps in Bangla language processing by combining OpenAI's Whisper model with PyAnnote's diarization framework, trained on custom datasets with extensive data augmentation techniques.

AINeutralarXiv – CS AI · Apr 136/10

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Mitigating Extrinsic Gender Bias for Bangla Classification Tasks

Researchers have developed RandSymKL, a debiasing technique for Bangla language models that mitigates gender bias in classification tasks like sentiment analysis and hate speech detection. The study introduces four manually annotated benchmark datasets with gender-perturbation testing and demonstrates that the approach effectively reduces bias while maintaining competitive accuracy compared to existing methods.