Tuomas Virtanen
6 papers · 2018–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Speech & Audio
(3)
Deep Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
few-shot learning
(1)
speech separation
(1)
source separation
(1)
multimodal learning
(1)
expectation maximization
(1)
class-incremental learning
(1)
audio-visual correspondence
(1)
audio classification
(1)
itakura-saito divergence
(1)
latent variable
(1)
deep neural network
(1)
short-time fourier transform
(1)
video processing
(1)
non-negative matrix factorization
(1)
direction of arrival
(1)
prototype generation
(1)
multi-channel audio
(1)
magnitude spectrum
(1)
acoustic classification
(1)
phase recovery
(1)
Papers
Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers
Interspeech 2025
Inter-Speaker Relative Cues for Text-Guided Target Speech Extraction
Interspeech 2025
Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes
Interspeech 2023
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events
NeurIPS 2023
Expectation-Maximization Algorithms for Itakura-Saito Nonnegative Matrix Factorization
Interspeech 2018
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation
Interspeech 2018