Sravan Bodapati
18 papers · 2019–2023 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (50) 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🔬 Deep Specialist (11)
🤝
Dynamic Duo
(10)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
🗃️
Keyword Collector
(92)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(17)
Speech & Audio
(12)
Application Areas
(12)
Recognition
(12)
Learning Types · Machine Learning
(10)
Deep Learning
(9)
Natural Language Processing
(7)
Learning Types · Deep Learning
(6)
Architectures
(4)
Core Methods
(4)
Resources & Methods
(4)
Artificial Intelligence
(3)
Applications
(2)
Core AI
(2)
Generation
(2)
Keywords
automatic speech recognition
(8)
domain adaptation
(5)
speech recognition
(4)
word error rate
(3)
knowledge distillation
(2)
model compression
(2)
language modeling
(2)
punctuation prediction
(2)
self-supervised learning
(2)
accent adaptation
(2)
language model
(2)
semi-supervised learning
(2)
context carry-over
(2)
masked language model
(2)
in-context learning
(1)
data augmentation
(1)
transfer learning
(1)
attention mechanism
(1)
domain generalization
(1)
abusive language detection
(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
DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer
Interspeech 2023
Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters
Interspeech 2023
Masked Audio Text Encoders are Effective Multi-Modal Rescorers
ACL 2023
Multilingual Contextual Adapters To Improve Custom Word Recognition In Low-resource Languages
Interspeech 2023
Multi-teacher Distillation for Multilingual Spelling Correction
EMNLP 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale
ACL 2023
Retrieve and Copy: Scaling ASR Personalization to Large Catalogs
EMNLP 2023
Contextual Acoustic Barge-In Classification for Spoken Dialog Systems
Interspeech 2022
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems
Interspeech 2022
Adapting Long Context NLM for ASR Rescoring in Conversational Agents
Interspeech 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling
ACL 2021
Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning
Interspeech 2021
Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech
Interspeech 2020
Robust Prediction of Punctuation and Truecasing for Medical ASR
ACL 2020
Neural Word Decomposition Models for Abusive Language Detection
ACL 2019
Robustness to Capitalization Errors in Named Entity Recognition
EMNLP 2019