Srinivas Parthasarathy
7 papers · 2016–2020 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(7)
Learning Types · Machine Learning
(7)
Deep Learning
(4)
Architectures
(4)
Artificial Intelligence
(3)
Speech & Audio
(3)
Core AI
(3)
Analysis
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Recognition
(1)
Keywords
emotion recognition
(4)
multi-task learning
(3)
deep neural network
(2)
multimodal learning
(2)
qualitative agreement
(2)
automatic speech recognition
(2)
emotional attribute
(2)
embedding learning
(1)
transfer learning
(1)
representation learning
(1)
visual grounding
(1)
transformer encoder
(1)
emotion detection
(1)
audio visual
(1)
speech recognition
(1)
denoising autoencoder
(1)
dropout regularization
(1)
regression model
(1)
preference learning
(1)
semi-supervised learning
(1)
Papers
Multimodal and Multiresolution Speech Recognition with Transformers
ACL 2020
Multi-Modal Embeddings Using Multi-Task Learning for Emotion Recognition
Interspeech 2020
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes
Interspeech 2018
Preference-Learning with Qualitative Agreement for Sentence Level Emotional Annotations
Interspeech 2018
Role of Regularization in the Prediction of Valence from Speech
Interspeech 2018
Jointly Predicting Arousal, Valence and Dominance with Multi-Task Learning
Interspeech 2017
Defining Emotionally Salient Regions Using Qualitative Agreement Method
Interspeech 2016