Ashish Mittal
15 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (36) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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Mega-Team · Squad
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Renaissance Researcher
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Century Club · Bronze
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Keyword Collector
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Research topics
Artificial Intelligence
(7)
Natural Language Processing
(7)
Speech & Audio
(7)
Recognition
(7)
Deep Learning
(6)
Machine Learning
(5)
Application Areas
(5)
Applications
(5)
Core AI
(4)
Learning Paradigms
(4)
Resources & Methods
(4)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(2)
Models
(2)
Computer Science
(1)
Keywords
automatic speech recognition
(6)
low-resource language
(5)
recurrent neural network transducer
(3)
word error rate
(3)
large language model
(3)
speech recognition
(3)
question answering
(2)
cross-lingual transfer
(2)
model robustness
(1)
sentiment analysis
(1)
catastrophic forgetting
(1)
semantic parsing
(1)
acoustic modeling
(1)
program synthesis
(1)
transfer learning
(1)
keyword spotting
(1)
knowledge base
(1)
knowledge distillation
(1)
weak supervision
(1)
code-mixed text
(1)
Papers
A Diffusion-Driven Fine-Grained Nodule Synthesis Framework for Enhanced Lung Nodule Detection from Chest Radiographs
MIDL 2026
INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages
NAACL 2025
Power doesn’t reside in size: A Low Parameter Hybrid Language Model (HLM) for Sentiment Analysis in Code-mixed data
EMNLP 2025
RECAST: Retrieval-Augmented Contextual ASR via Decoder-State Keyword Spotting
EMNLP 2025
Skip-Salsa: Skip Synchronous Fusion of ASR LLM Decoders
Interspeech 2025
SALSA: Speedy ASR-LLM Synchronous Aggregation
Interspeech 2024
Improving RNN-Transducers with Acoustic LookAhead
Interspeech 2023
In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations
ICLR 2023
Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries
EMNLP 2023
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training
EMNLP 2022
Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration
Interspeech 2021
MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages
Interspeech 2021
Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition
Interspeech 2020
Unified Semantic Parsing with Weak Supervision
ACL 2019
Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems
IJCAI 2018