Sri Harsha Dumpala
13 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
ποΈ
Keyword Collector
(66)
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Trend Setter
π
Century Club Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Deep Learning
(4)
Speech & Audio
(4)
Analysis
(3)
Core AI
(3)
Natural Language Processing
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications
(1)
Keywords
excitation source
(3)
acoustic feature
(2)
depression detection
(2)
self-supervised learning
(2)
zero frequency filtering
(2)
speech processing
(2)
data augmentation
(1)
sentiment classification
(1)
transfer learning
(1)
semantic analysis
(1)
multimodal learning
(1)
explainable ai
(1)
spoken language understanding
(1)
data representation
(1)
model robustness
(1)
class imbalance
(1)
speaker recognition
(1)
speaker verification
(1)
canonical correlation analysis
(1)
speech analysis
(1)
Papers
Test-Time Training for Speech-based Depression Detection
Interspeech 2025
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers
NeurIPS 2024
Self-Supervised Embeddings for Detecting Individual Symptoms of Depression
Interspeech 2024
SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations
NeurIPS 2024
XANE: eXplainable Acoustic Neural Embeddings
Interspeech 2024
On Combining Global and Localized Self-Supervised Models of Speech
Interspeech 2022
End-to-End Spoken Language Understanding: Bootstrapping in Low Resource Scenarios
Interspeech 2019
Excitation Source and Vocal Tract System Based Acoustic Features for Detection of Nasals in Continuous Speech
Interspeech 2019
Analysis of the Effect of Speech-Laugh on Speaker Recognition System
Interspeech 2018
A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios
IJCAI 2018
Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities
ACL 2018
Robust Vowel Landmark Detection Using Epoch-Based Features
Interspeech 2016
Use of Vowels in Discriminating Speech-Laugh from Laughter and Neutral Speech
Interspeech 2016