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Konstantinos Drossos — most-cited papers & profile · Speech Audio
← authors
·
overview
Konstantinos Drossos
12
papers ·
64
citations ·
14
h-index
Tampere University Hospital · Tampere University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition
2017 · 45 citations
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations
2020 · 9 citations
Sound event detection via dilated convolutional recurrent neural networks
2019 · 5 citations
Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances
2020 · 3 citations
Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers
2025 · 1 citations
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery
2018 · 1 citations
Lightweight DNN for Full-Band Speech Denoising on Mobile Devices: Exploiting Long and Short Temporal Patterns
2025
A Recurrent Encoder-Decoder Approach with Skip-filtering Connections for Monaural Singing Voice Separation
2017
Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CNMF
2020
Unsupervised Interpretable Representation Learning for Singing Voice Separation
2020
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation
2020
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags
2020
Top co-authors
Tuomas Virtanen
· 7
Stylianos Ioannis Mimilakis
· 4
Gerald Schuller
· 3
Archontis Politis
· 2
Xavier Favory
· 2
Xavier Serra
· 2
and Tuomas Virtanen
· 1
Antonio J. Mu\~noz-Montoro
· 1
Dasa Ticha
· 1
Julio J. Carabias-Orti
· 1
Mikko Heikkinen
· 1
Mingle Liu
· 1
Topics
Audio Understanding
Music Generation
Speech Enhancement
Speech Recognition
cs.SC
Multimodal Audio
Speech Translation
Speaker Analysis
eess.SP
stat.ML