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Ankur Gandhe

17 papers · 2011–2025 · 5 venues · across top CS/AI venues

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Achievements

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+5 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Half πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (22)
πŸ—ƒοΈ Keyword Collector (54) πŸ“ˆ Trend Setter πŸ’Ž Century Club Β· Bronze πŸ”₯ Unstoppable Β· Bronze πŸš€ Conference Pioneer

Venues

Interspeech (9) ACL (3) IJCNLP (3) EMNLP (1) NAACL (1)

Top co-authors

Ariya Rastrow (9) Ivan Bulyko (6) Yile Gu (5) Jari Kolehmainen (4) Prashanth Gurunath Shivakumar (4) Karthik Visweswariah (3) Aditya Gourav (3) Ananthakrishnan Ramanathan (3) Rashmi Gangadharaiah (2) Ravi Teja Gadde (2)

Research topics

Speech & Audio (11) Recognition (9) Deep Learning (6) Machine Learning (6) Natural Language Processing (4) Application Areas (3) Architectures (3) Core Methods (2) Generation (2) Learning Types (2) Resources & Methods (2) Synthesis (2) Artificial Intelligence (1) Applications (1) Core AI (1)

Keywords

automatic speech recognition (5) speech recognition (4) word error rate (3) language model (2) discriminative training (2) machine translation (1) knowledge distillation (1) domain adaptation (1) question answering (1) language model adaptation (1) named entity recognition (1) attention mechanism (1) intent classification (1) spoken language understanding (1) parameter efficient (1) prompt learning (1) natural language understanding (1) learning to rank (1) speech synthesis (1) direct preference optimization (1)

Papers

Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback ACL 2025 Multi-Modal Retrieval For Large Language Model Based Speech Recognition ACL 2024 Distillation Strategies for Discriminative Speech Recognition Rescoring Interspeech 2023 Personalization for BERT-based Discriminative Speech Recognition Rescoring Interspeech 2023 Scaling Laws for Discriminative Speech Recognition Rescoring Models Interspeech 2023 Streaming Speech-to-Confusion Network Speech Recognition Interspeech 2023 Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems Interspeech 2022 Learning to rank with BERT-based confidence models in ASR rescoring Interspeech 2022 RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation Interspeech 2022 Attention-based Contextual Language Model Adaptation for Speech Recognition ACL 2021 Neural Text Normalization with Subword Units NAACL 2019 Contextual Language Model Adaptation for Conversational Agents Interspeech 2018 LatticeRnn: Recurrent Neural Networks Over Lattices Interspeech 2016 Hypothesis Refinement Using Agreement Constraints in Machine Translation IJCNLP 2013 A Word Reordering Model for Improved Machine Translation EMNLP 2011 Clause-Based Reordering Constraints to Improve Statistical Machine Translation IJCNLP 2011 Handling verb phrase morphology in highly inflected Indian languages for Machine Translation IJCNLP 2011