Soham Deshmukh
9 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🌍 Conference Polyglot · Bronze
👥
Mega-Team · Squad
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Keyword Pioneer
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Natural Language Processing
(4)
Deep Learning
(3)
Speech & Audio
(3)
Analysis
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Resources & Methods
(1)
Keywords
audio-language model
(4)
multimodal learning
(3)
audio understanding
(2)
zero-shot learning
(2)
transfer learning
(1)
domain adaptation
(1)
benchmark evaluation
(1)
natural language inference
(1)
few-shot learning
(1)
question answering
(1)
weakly supervised learning
(1)
test-time adaptation
(1)
cross-modal retrieval
(1)
speech enhancement
(1)
audio processing
(1)
audio retrieval
(1)
language model
(1)
text prompt
(1)
zero-shot capability
(1)
self-supervised learning
(1)
Papers
MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
AAAI 2026
ADIFF: Explaining audio difference using natural language
ICLR 2025
Audio Entailment: Assessing Deductive Reasoning for Audio Understanding
AAAI 2025
Domain Adaptation for Contrastive Audio-Language Models
Interspeech 2024
PAM: Prompting Audio-Language Models for Audio Quality Assessment
Interspeech 2024
SELM: Enhancing Speech Emotion Recognition for Out-of-Domain Scenarios
Interspeech 2024
Audio Retrieval with WavText5K and CLAP Training
Interspeech 2023
Pengi: An Audio Language Model for Audio Tasks
NeurIPS 2023
Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks
Interspeech 2021