Muskaan Singh
21 papers · 2021–2026 · 8 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (40) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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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
Machine Learning
(15)
Deep Learning
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Core Methods
(9)
Learning Types · Machine Learning
(9)
Natural Language Processing
(8)
Artificial Intelligence
(7)
Applications
(7)
Architectures
(6)
Speech & Audio
(4)
Analysis
(4)
Learning Paradigms
(4)
Learning Types · Deep Learning
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Core AI
(3)
Models
(3)
Interdisciplinary
(2)
Keywords
text classification
(7)
ensemble learning
(4)
multi-task learning
(3)
depression detection
(3)
transfer learning
(2)
hope speech detection
(2)
speech emotion recognition
(2)
zero-shot learning
(2)
transformer model
(2)
machine translation
(2)
synthetic speech detection
(2)
social media text
(2)
social media
(2)
information extraction
(1)
social media analysis
(1)
speech synthesis
(1)
stance detection
(1)
emotion recognition
(1)
attention mechanism
(1)
variational inference
(1)
Papers
Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech
EACL 2026
DIVINE : Coordinating Multimodal Disentangled Representations for Oro-Facial Neurological Disorder Assessment
EACL 2026
Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition
ACL 2026
Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces
IJCNLP 2025
Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning
IJCNLP 2025
Towards Machine Unlearning for Paralinguistic Speech Processing
Interspeech 2025
ComFeAT: combination of neural and spectral features for improved depression detection
Interspeech 2024
NeuRO: an application for code-switched autism detection in children
Interspeech 2024
Automatic Summarization for Creative Writing: BART based Pipeline Method for Generating Summary of Movie Scripts
COLING 2022
Hierarchical Multi-task learning framework for Isometric-Speech Language Translation
ACL 2022
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach
EMNLP 2022
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model
EMNLP 2022
IDIAP Submission@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text
ACL 2022
IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments
ACL 2022
IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion
ACL 2022
IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention Mechanism
ACL 2022
Innovators @ SMM4H’22: An Ensembles Approach for self-reporting of COVID-19 Vaccination Status Tweets
COLING 2022
Innovators@SMM4H’22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets
COLING 2022
Team Innovators at SemEval-2022 for Task 8: Multi-Task Training with Hyperpartisan and Semantic Relation for Multi-Lingual News Article Similarity
SemEval 2022
Explainable Quality Estimation: CUNI Eval4NLP Submission
EMNLP 2021
IITP-CUNI@3C: Supervised Approaches for Citation Classification (Task A) and Citation Significance Detection (Task B)
NAACL 2021