Karan Singla
8 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(54)
π
Conference Pioneer
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core Methods
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Speech & Audio
(3)
Core AI
(3)
Healthcare & Medicine
(2)
Analysis
(2)
Applications
(2)
Architectures
(2)
Clinical
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Keywords
behavior prediction
(2)
speech encoder
(2)
utterance classification
(2)
sequence labeling
(1)
text classification
(1)
graph theory
(1)
natural language processing
(1)
attention mechanism
(1)
speech recognition
(1)
abusive language detection
(1)
multimodal learning
(1)
automatic speech recognition
(1)
spoken language understanding
(1)
deep learning
(1)
clinical speech analysis
(1)
speech enhancement
(1)
speech analysis
(1)
linear regression
(1)
sentence similarity
(1)
text mining
(1)
Papers
Visual-Aware Speech Recognition for Noisy Scenarios
EMNLP 2025
E2E Spoken Entity Extraction for Virtual Agents
EMNLP 2023
Seq-2-Seq based Refinement of ASR Output for Spoken Name Capture
Interspeech 2022
Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations
ACL 2020
Violence Rating Prediction from Movie Scripts
AAAI 2019
A Multi-task Approach to Learning Multilingual Representations
ACL 2018
Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy
Interspeech 2018
Linguistic analysis of differences in portrayal of movie characters
ACL 2017