Binaural mixing using gestural control interaction. - Nikolas Grigoriou; Andreas Floros 001; Konstantinos Drossos (Audio Mostly Conference, 2010)

Emotional control and visual representation using advanced audiovisual interaction. - Vasillis Psarras; Andreas Floros 001; Konstantinos Drossos; Marianne Strapatsakis (Int. J. Arts Technol., 2011)

Affective acoustic ecology: towards emotionally enhanced sound events. - Konstantinos Drossos; Andreas Floros 001; Nikolaos-Grigorios Kanellopoulos (Audio Mostly Conference, 2012)

Stereo Goes Mobile: Spatial Enhancement for Short-distance Loudspeaker Setups. - Konstantinos Drossos; Stylianos Ioannis Mimilakis; Andreas Floros 001; Nikolaos Kanellopoulos (IIH-MSP, 2012)

Gestural user interface for audio multitrack real-time stereo mixing. - Konstantinos Drossos; Andreas Floros 001; Konstantinos Koukoudis (Audio Mostly Conference, 2013)

Sound events and emotions: Investigating the relation of rhythmic characteristics and arousal. - Konstantinos Drossos; Rigas Kotsakis; George Kalliris; Andreas Floros 001 (IISA, 2013)

Swarm Lake: A Game of Swarm Intelligence, Human Interaction and Collaborative Music Composition. - Maximos A. Kaliakatsos-Papakostas; Andreas Floros 001; Konstantinos Drossos; Konstantinos Koukoudis; Manolis Kyzalas; Achilleas Kalantzis (ICMC, 2014)

BEADS: A dataset of Binaural Emotionally Annotated Digital Sounds. - Konstantinos Drossos; Andreas Floros 001; Andreas Giannakoulopoulos (IISA, 2014)

A socially-intelligent multi-robot service team for in-home monitoring. - Konstantinos Drossos; Andreas Floros 001; Stelios M. Potirakis; Nicolas-Alexander Tatlas; Gurkan Tuna (IISA, 2014)

Accessible games for blind children, empowered by binaural sound. - Konstantinos Drossos; Nikolaos Zormpas; George Giannakopoulos; Andreas Floros 001 (PETRA, 2015)

Investigating the Impact of Sound Angular Position on the Listener Affective State. - Konstantinos Drossos; Andreas Floros 001; Andreas Giannakoulopoulos; Nikolaos Kanellopoulos (IEEE Trans. Affect. Comput., 2015)

Stacked convolutional and recurrent neural networks for bird audio detection. - Sharath Adavanne; Konstantinos Drossos; Emre Cakir; Tuomas Virtanen (EUSIPCO, 2017)

Convolutional recurrent neural networks for bird audio detection. - Emre Cakir; Sharath Adavanne; Giambattista Parascandolo; Konstantinos Drossos; Tuomas Virtanen (EUSIPCO, 2017)

A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation. - Stylianos Ioannis Mimilakis; Konstantinos Drossos; Tuomas Virtanen; Gerald Schuller (MLSP, 2017)

Automated audio captioning with recurrent neural networks. - Konstantinos Drossos; Sharath Adavanne; Tuomas Virtanen (WASPAA, 2017)

Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition. - Miroslav Malik; Sharath Adavanne; Konstantinos Drossos; Tuomas Virtanen; Dasa Ticha; Roman Jarina (CoRR, 2017)

Examining the Perceptual Effect of Alternative Objective Functions for Deep Learning Based Music Source Separation. - Stylianos Ioannis Mimilakis; Estefanía Cano; Derry FitzGerald; Konstantinos Drossos; Gerald Schuller (ACSSC, 2018)

Unsupervised adversarial domain adaptation for acoustic scene classification. - Shayan Gharib; Konstantinos Drossos; Emre Cakir; Dmitriy Serdyuk; Tuomas Virtanen (DCASE, 2018)

Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask. - Stylianos Ioannis Mimilakis; Konstantinos Drossos; João Felipe Santos; Gerald Schuller; Tuomas Virtanen; Yoshua Bengio (ICASSP, 2018)

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 (IJCNN, 2018)

Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation. - Paul Magron; Konstantinos Drossos; Stylianos Ioannis Mimilakis; Tuomas Virtanen (INTERSPEECH, 2018)

Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery. - Konstantinos Drossos; Paul Magron; Stylianos Ioannis Mimilakis; Tuomas Virtanen (IWAENC, 2018)

Close Miking Empirical Practice Verification: A Source Separation Approach. - Konstantinos Drossos; Stylianos Ioannis Mimilakis; Andreas Floros 001; Tuomas Virtanen; Gerald Schuller (CoRR, 2018)

Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling. - Konstantinos Drossos; Shayan Gharib; Paul Magron; Tuomas Virtanen (DCASE, 2019)

Crowdsourcing a Dataset of Audio Captions. - Samuel Lipping; Konstantinos Drossos; Tuomas Virtanen (DCASE, 2019)

Unsupervised Adversarial Domain Adaptation Based on The Wasserstein Distance For Acoustic Scene Classification. - Konstantinos Drossos; Paul Magron; Tuomas Virtanen (WASPAA, 2019)

Examining the Mapping Functions of Denoising Autoencoders in Music Source Separation. - Stylianos Ioannis Mimilakis; Konstantinos Drossos; Estefanía Cano; Gerald Schuller (CoRR, 2019)

Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters. - Niccolò Nicodemo; Gaurav Naithani; Konstantinos Drossos; Tuomas Virtanen; Roberto Saletti (CoRR, 2019)

VOICe: A Sound Event Detection Dataset For Generalizable Domain Adaptation. - Shayan Gharib; Konstantinos Drossos; Eemi Fagerlund; Tuomas Virtanen (CoRR, 2019)

Clotho dataset. - Konstantinos Drossos; Samuel Lipping; Tuomas Virtanen (Zenodo, 2019)

Code of the method presented in the paper: Drossos et al, "Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling," in proceedings of DCASE 2019. - Konstantinos Drossos; Shayan Gharib; Paul Magron; Tuomas Virtanen (Zenodo, 2019)

Multi-Task Regularization Based on Infrequent Classes for Audio Captioning. - Emre Çakir; Konstantinos Drossos; Tuomas Virtanen (DCASE, 2020)

Temporal Sub-Sampling of Audio Feature Sequences for Automated Audio Captioning. - Khoa Nguyen; Konstantinos Drossos; Tuomas Virtanen (DCASE, 2020)

Unsupervised Interpretable Representation Learning for Singing Voice Separation. - Stylianos I. Mimilakis; Konstantinos Drossos; Gerald Schuller (EUSIPCO, 2020)

Memory Requirement Reduction of Deep Neural Networks for Field Programmable Gate Arrays Using Low-Bit Quantization of Parameters. - Niccolò Nicodemo; Gaurav Naithani; Konstantinos Drossos; Tuomas Virtanen; Roberto Saletti (EUSIPCO, 2020)

Clotho: an Audio Captioning Dataset. - Konstantinos Drossos; Samuel Lipping; Tuomas Virtanen (ICASSP, 2020)

Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks. - Yanxiong Li; Mingle Liu; Konstantinos Drossos; Tuomas Virtanen (ICASSP, 2020)

Sound Event Detection with Depthwise Separable and Dilated Convolutions. - Konstantinos Drossos; Stylianos I. Mimilakis; Shayan Gharib; Yanxiong Li; Tuomas Virtanen (IJCNN, 2020)

Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CMNMF. - Antonio Jesús Muñoz-Montoro; Archontis Politis; Konstantinos Drossos; Julio J. Carabias-Orti (MMSP, 2020)

Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation. - Pyry Pyykkönen; Stylianos I. Mimilakis; Konstantinos Drossos; Tuomas Virtanen (MMSP, 2020)

Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CNMF. - Antonio Jesús Muñoz-Montoro; Julio J. Carabias-Orti; Archontis Politis; Konstantinos Drossos (CoRR, 2020)

COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. - Xavier Favory; Konstantinos Drossos; Tuomas Virtanen; Xavier Serra (CoRR, 2020)

Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances. - Stylianos Ioannis Mimilakis; Konstantinos Drossos; Gerald Schuller (CoRR, 2020)

Conditioned Time-Dilated Convolutions for Sound Event Detection. - Konstantinos Drossos; Stylianos Ioannis Mimilakis; Tuomas Virtanen (CoRR, 2020)

WaveTransformer: A Novel Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information. - An Tran; Konstantinos Drossos; Tuomas Virtanen (CoRR, 2020)

Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation. - Stylianos Ioannis Mimilakis; Konstantinos Drossos; Estefanía Cano; Gerald Schuller (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

VOICe Dataset. - Shayan Gharib; Konstantinos Drossos; Eemi Fagerlund; Tuomas Virtanen (Zenodo, 2020)

Audio captioning DCASE 2020 evaluation (testing) split. - Konstantinos Drossos; Samuel Lipping; Tuomas Virtanen (Zenodo, 2020)

Dataset used in COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. - Xavier Favory; Konstantinos Drossos; Tuomas Virtanen; Xavier Serra (Zenodo, 2020)

Continual Learning for Automated Audio Captioning Using the Learning without Forgetting Approach. - Jan Berg; Konstantinos Drossos (DCASE, 2021)

Assessment of Self-Attention on Learned Features For Sound Event Localization and Detection. - Parthasaarathy Sudarsanam; Archontis Politis; Konstantinos Drossos (DCASE, 2021)

Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations. - Andreas Triantafyllopoulos; Manuel Milling; Konstantinos Drossos; Björn W. Schuller (DCASE, 2021)

Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. - Benno Weck; Xavier Favory; Konstantinos Drossos; Xavier Serra (DCASE, 2021)

WaveTransformer: An Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information. - An Tran; Konstantinos Drossos; Tuomas Virtanen (EUSIPCO, 2021)

Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. - Xavier Favory; Konstantinos Drossos; Tuomas Virtanen; Xavier Serra (ICASSP, 2021)

Towards Sonification in Multimodal and User-friendlyExplainable Artificial Intelligence. - Björn W. Schuller; Tuomas Virtanen; Maria Riveiro 001; Georgios Rizos; Jing Han 010; Annamaria Mesaros; Konstantinos Drossos (ICMI, 2021)

Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit. - Einari Vaaras; Sari Ahlqvist-Björkroth; Konstantinos Drossos; Okko Räsänen (Interspeech, 2021)

Towards Citizen Science for Smart Cities: A Framework for a Collaborative Game of Bird Call Recognition Based on Internet of Sound Practices. - Emmanuel Rovithis; Nikolaos Moustakas; Konstantinos Vogklis; Konstantinos Drossos; Andreas Floros 001 (CoRR, 2021)

Enriched Music Representations With Multiple Cross-Modal Contrastive Learning. - Andres Ferraro; Xavier Favory; Konstantinos Drossos; Yuntae Kim; Dmitry Bogdanov (IEEE Signal Process. Lett., 2021)

Clotho dataset. - Konstantinos Drossos; Samuel Lipping; Tuomas Virtanen (Zenodo, 2021)

Clotho dataset. - Konstantinos Drossos; Samuel Lipping; Tuomas Virtanen (Zenodo, 2021)

Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering. - Samuel Lipping; Parthasaarathy Sudarsanam; Konstantinos Drossos; Tuomas Virtanen (EUSIPCO, 2022)

Unsupervised Audio-Caption Aligning Learns Correspondences Between Individual Sound Events and Textual Phrases. - Huang Xie; Okko Räsänen; Konstantinos Drossos; Tuomas Virtanen (ICASSP, 2022)

Domestic Activity Clustering from Audio via Depthwise Separable Convolutional Autoencoder Network. - Yanxiong Li; Wenchang Cao; Konstantinos Drossos; Tuomas Virtanen (MMSP, 2022)

Clotho-AQA dataset. - Samuel Lipping; Parthasaarathy Sudarsanam; Konstantinos Drossos; Tuomas Virtanen (Zenodo, 2022)

Representation Learning for Audio Privacy Preservation Using Source Separation and Robust Adversarial Learning. - Diep Luong; Minh Tran; Shayan Gharib; Konstantinos Drossos; Tuomas Virtanen (WASPAA, 2023)

Adversarial Representation Learning for Robust Privacy Preservation in Audio. - Shayan Gharib; Minh Tran; Diep Luong; Konstantinos Drossos; Tuomas Virtanen (CoRR, 2023)

Development of a speech emotion recognizer for large-scale child-centered audio recordings from a hospital environment. - Einari Vaaras; Sari Ahlqvist-Björkroth; Konstantinos Drossos; Liisa Lehtonen; Okko Räsänen (Speech Commun., 2023)

Gen-A: Generalizing Ambisonics Neural Encoding to Unseen Microphone Arrays. - Mikko Heikkinen; Archontis Politis; Konstantinos Drossos; Tuomas Virtanen (ICASSP, 2025)

Knowledge Distillation for Speech Denoising by Latent Representation Alignment with Cosine Distance. - Diep Luong; Mikko Heikkinen; Konstantinos Drossos; Tuomas Virtanen (CoRR, 2025)

Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers. - Yuzhu Wang; Archontis Politis; Konstantinos Drossos; Tuomas Virtanen (CoRR, 2025)

Multi-Utterance Speech Separation and Association Trained on Short Segments. - Yuzhu Wang; Archontis Politis; Konstantinos Drossos; Tuomas Virtanen (CoRR, 2025)