Sriram Srinivasan
15 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
π
Keyword Champion
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
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Conference Pioneer
ποΈ
Keyword Collector
(75)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(10)
Core Methods
(6)
Artificial Intelligence
(5)
Optimization & Theory
(5)
Deep Learning
(4)
Speech & Audio
(4)
Synthesis
(4)
Reinforcement Learning
(3)
Architectures
(3)
Bayesian & Probabilistic
(3)
Core AI
(3)
Methods
(3)
Computer Vision
(2)
Application Areas
(2)
Learning Types
(2)
Keywords
speech enhancement
(5)
mean opinion score
(3)
noise suppression
(3)
deep learning
(2)
subjective evaluation
(2)
deep neural network
(2)
statistical relational learning
(2)
speech quality
(2)
deep noise suppression
(2)
acoustic echo cancellation
(2)
probabilistic soft logic
(2)
feature extraction
(1)
data augmentation
(1)
nash equilibrium
(1)
convex optimization
(1)
sample efficiency
(1)
attention mechanism
(1)
multi-agent learning
(1)
hyperparameter optimization
(1)
policy optimization
(1)
Papers
SMARTMOS: Modeling Subjective Audio Quality Evaluation for Real-Time Applications
Interspeech 2025
Interference Aware Training Target for DNN based joint Acoustic Echo Cancellation and Noise Suppression
Interspeech 2024
Interactive Speech and Noise Modeling for Speech Enhancement
AAAI 2021
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
Interspeech 2021
INTERSPEECH 2021 Deep Noise Suppression Challenge
Interspeech 2021
BOWL: Bayesian Optimization for Weight Learning in Probabilistic Soft Logic
AAAI 2020
DNN No-Reference PSTN Speech Quality Prediction
Interspeech 2020
Tandem Inference: An Out-of-Core Streaming Algorithm for Very Large-Scale Relational Inference
AAAI 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
Interspeech 2020
A Scalable Noisy Speech Dataset and Online Subjective Test Framework
Interspeech 2019
Lifted Hinge-Loss Markov Random Fields
AAAI 2019
Two-temperature logistic regression based on the Tsallis divergence
AISTATS 2019
Actor-Critic Policy Optimization in Partially Observable Multiagent Environments
NeurIPS 2018
Neural Episodic Control
ICML 2017
Unifying Count-Based Exploration and Intrinsic Motivation
NeurIPS 2016