Dhanush Bekal

5 papers · 2019–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

Interspeech (3) EMNLP (1) NAACL (1)

Top co-authors

Sravan Bodapati (4) Srikanth Ronanki (4) Katrin Kirchhoff (3) Karel Mundnich (2) Mirella Lapata (1) Rik Koncel-Kedziorski (1) Sundararajan Srinivasan (1) Yi Luan (1) Hannaneh Hajishirzi (1) Tyler Vuong (1)

Research topics

Machine Learning (4) Speech & Audio (3) Learning Types (3) Recognition (3) Artificial Intelligence (2) Application Areas (2) Core AI (2) Natural Language Processing (1) Core Methods (1) Generation (1)

Keywords

automatic speech recognition (2) semi-supervised learning (1) domain adaptation (1) self-supervised learning (1) attention mechanism (1) knowledge distillation (1) speech processing (1) text generation (1) efficient computing (1) intent detection (1) speech classification (1) knowledge graph (1) graph transformer (1) multimodal fusion (1) inference efficiency (1) parameter-efficient adaptation (1) graph encoder (1) layer pruning (1) acoustic feature (1) word error rate (1)

Papers

AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR EMNLP 2023 A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference Interspeech 2023 Contextual Acoustic Barge-In Classification for Spoken Dialog Systems Interspeech 2022 Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech Interspeech 2020 Text Generation from Knowledge Graphs with Graph Transformers NAACL 2019