| 2025 | ICASSP | Gen-A: Generalizing Ambisonics Neural Encoding to Unseen Microphone Arrays. | Mikko Heikkinen, Archontis Politis, Konstantinos Drossos, Tuomas Virtanen |
| 2025 | Interspeech | Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers. | Yuzhu Wang, Archontis Politis, Konstantinos Drossos, Tuomas Virtanen |
| 2025 | MMSP | Lightweight DNN for Full-Band Speech Denoising on Mobile Devices: Exploiting Long and Short Temporal Patterns. | Konstantinos Drossos, Mikko Heikkinen, Paschalis Tsiaflakis |
| 2022 | ICASSP | Unsupervised Audio-Caption Aligning Learns Correspondences Between Individual Sound Events and Textual Phrases. | Huang Xie, Okko Rsnen, Konstantinos Drossos, Tuomas Virtanen |
| 2022 | MMSP | Domestic Activity Clustering from Audio via Depthwise Separable Convolutional Autoencoder Network. | Yanxiong Li, Wenchang Cao, Konstantinos Drossos, Tuomas Virtanen |
| 2021 | ICASSP | Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. | Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra |
| 2021 | ICMI | Towards Sonification in Multimodal and User-friendlyExplainable Artificial Intelligence. | Bjrn W. Schuller, Tuomas Virtanen, Maria Riveiro, Georgios Rizos, Jing Han, Annamaria Mesaros, Konstantinos Drossos |
| 2021 | Interspeech | Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit. | Einari Vaaras, Sari Ahlqvist-Bjrkroth, Konstantinos Drossos, Okko Rsnen |
| 2020 | ICASSP | Clotho: an Audio Captioning Dataset. | Konstantinos Drossos, Samuel Lipping, Tuomas Virtanen |
| 2020 | ICASSP | Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks. | Yanxiong Li, Mingle Liu, Konstantinos Drossos, Tuomas Virtanen |
| 2020 | IJCNN | Sound Event Detection with Depthwise Separable and Dilated Convolutions. | Konstantinos Drossos, Stylianos I. Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen |
| 2020 | MMSP | Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CMNMF. | Antonio Jess Muoz-Montoro, Archontis Politis, Konstantinos Drossos, Julio J. Carabias-Orti |
| 2020 | MMSP | Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation. | Pyry Pyykknen, Stylianos I. Mimilakis, Konstantinos Drossos, Tuomas Virtanen |
| 2018 | ACSSC | Examining the Perceptual Effect of Alternative Objective Functions for Deep Learning Based Music Source Separation. | Stylianos Ioannis Mimilakis, Estefana Cano, Derry FitzGerald, Konstantinos Drossos, Gerald Schuller |
| 2018 | ICASSP | Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask. | Stylianos Ioannis Mimilakis, Konstantinos Drossos, Joo Felipe Santos, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio |
| 2018 | IJCNN | MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation. | Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio |
| 2018 | Interspeech | Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation. | Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen |