Indic Languages
PulseAugur coverage of Indic Languages — every cluster mentioning Indic Languages across labs, papers, and developer communities, ranked by signal.
3 day(s) with sentiment data
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New ASR methods tackle compute scaling and multilingual evaluation
Researchers are developing new methods to improve automatic speech recognition (ASR) systems. One approach, LARM, uses a depth-conditioned looped Transformer to allow for adjustable test-time computation, achieving perf…
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New pipeline targets abusive comments in Indic languages
Researchers have developed a multi-stage training pipeline for detecting abusive comments in Indic languages. The proposed system utilizes language-based preprocessing and an ensemble of models to identify harmful conte…
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SCRIBE framework improves ASR for Indic languages with new error analysis
Researchers have introduced SCRIBE, a new diagnostic framework designed to improve automatic speech recognition (ASR) for Indic languages. Unlike traditional metrics like Word Error Rate (WER), SCRIBE categorizes errors…
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New benchmark FinVQA and FIND framework tackle multilingual financial reasoning
Researchers have introduced FinVQA, a new benchmark designed to evaluate financial reasoning and question answering capabilities across multiple Indic languages. This benchmark includes 18,900 samples in English, Hindi,…
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New dataset and model boost medical dialogue for Indic languages
Researchers have developed IndicMedDialog, a new dataset designed to improve medical dialogue systems for Indic languages. This dataset includes parallel multi-turn conversations in English and nine Indic languages, cre…
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Movie subtitle translation enhanced by visual cues for Indic languages
Researchers have developed a method for visually-guided movie subtitle translation, focusing on low-resource Indic languages. Their study compares two lightweight visual grounding strategies, finding that temporal misal…
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New benchmark evaluates Indic TTS accent fidelity across six dimensions
Researchers have introduced PSP, a new benchmark designed to evaluate the accent accuracy of text-to-speech (TTS) systems for Indic languages. Unlike existing metrics that focus on intelligibility and naturalness, PSP s…
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New study evaluates 7 TTS systems for 10 Indian languages
Researchers have developed a new framework for evaluating Text-to-Speech (TTS) systems in Indian languages, addressing the high variance typically seen in crowdsourced evaluations. This framework uses controlled, multid…