Neeraj Gaur

5 papers · 2020–2024 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

Interspeech (5)

Top co-authors

Bhuvana Ramabhadran (5) Parisa Haghani (3) Andrew Rosenberg (2) Yun Zhu (2) Pedro J. Moreno (2) Isabel Leal (2) Brian Farris (2) Ehsan Variani (1) Manasa Prasad (1) Gary Wang (1)

Research topics

Machine Learning (5) Speech & Audio (3) Application Areas (3) Recognition (3) Deep Learning (2) Architectures (2) Optimization & Theory (2) Natural Language Processing (1) Applications (1) Core Methods (1) Learning Types (1)

Keywords

automatic speech recognition (3) connectionist temporal classification (2) multilingual automatic speech recognition (2) language model (1) parameter efficiency (1) neural transducer (1) model capacity (1) multilingual system (1) soft prompting (1) end-to-end speech recognition (1) recurrent neural network transducer (1) text injection (1) language adaptation (1) minimum word error rate (1) transformer transducer (1) language id (1) self-adaptive distillation (1) student-teacher architecture (1) large language model (1) rare word recognition (1)

Papers

ASTRA: Aligning Speech and Text Representations for Asr without Sampling Interspeech 2024 Speech Prefix-Tuning with RNNT Loss for Improving LLM Predictions Interspeech 2024 Improving Rare Word Recognition with LM-aware MWER Training Interspeech 2022 Self-Adaptive Distillation for Multilingual Speech Recognition: Leveraging Student Independence Interspeech 2021 Multilingual Speech Recognition with Self-Attention Structured Parameterization Interspeech 2020