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Konstantinos Drossos
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2020 – today
- 2023
- [j5]Einari Vaaras
, Sari Ahlqvist-Björkroth, Konstantinos Drossos
, Liisa Lehtonen
, Okko Räsänen
:
Development of a speech emotion recognizer for large-scale child-centered audio recordings from a hospital environment. Speech Commun. 148: 9-22 (2023) - [c43]Diep Luong, Minh Tran, Shayan Gharib, Konstantinos Drossos
, Tuomas Virtanen
:
Representation Learning for Audio Privacy Preservation Using Source Separation and Robust Adversarial Learning. WASPAA 2023: 1-5 - [i39]Shayan Gharib, Minh Tran, Diep Luong, Konstantinos Drossos, Tuomas Virtanen:
Adversarial Representation Learning for Robust Privacy Preservation in Audio. CoRR abs/2305.00011 (2023) - [i38]Diep Luong, Minh Tran, Shayan Gharib, Konstantinos Drossos, Tuomas Virtanen:
Representation Learning for Audio Privacy Preservation using Source Separation and Robust Adversarial Learning. CoRR abs/2308.04960 (2023) - 2022
- [c42]Samuel Lipping, Parthasaarathy Sudarsanam, Konstantinos Drossos, Tuomas Virtanen:
Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering. EUSIPCO 2022: 1140-1144 - [c41]Huang Xie
, Okko Räsänen
, Konstantinos Drossos
, Tuomas Virtanen
:
Unsupervised Audio-Caption Aligning Learns Correspondences Between Individual Sound Events and Textual Phrases. ICASSP 2022: 8867-8871 - [c40]Yanxiong Li, Wenchang Cao, Konstantinos Drossos
, Tuomas Virtanen
:
Domestic Activity Clustering from Audio via Depthwise Separable Convolutional Autoencoder Network. MMSP 2022: 1-6 - [d8]Samuel Lipping, Parthasaarathy Sudarsanam, Konstantinos Drossos
, Tuomas Virtanen
:
Clotho-AQA dataset. Zenodo, 2022 - [i37]Samuel Lipping, Parthasaarathy Sudarsanam, Konstantinos Drossos, Tuomas Virtanen:
Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering. CoRR abs/2204.09634 (2022) - [i36]Yanxiong Li, Wenchang Cao, Konstantinos Drossos, Tuomas Virtanen:
Domestic Activity Clustering from Audio via Depthwise Separable Convolutional Autoencoder Network. CoRR abs/2208.02406 (2022) - 2021
- [j4]Andres Ferraro
, Xavier Favory, Konstantinos Drossos
, Yuntae Kim, Dmitry Bogdanov
:
Enriched Music Representations With Multiple Cross-Modal Contrastive Learning. IEEE Signal Process. Lett. 28: 733-737 (2021) - [c39]Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra:
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. DCASE 2021: 60-64 - [c38]Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller:
Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations. DCASE 2021: 70-74 - [c37]Parthasaarathy Sudarsanam, Archontis Politis, Konstantinos Drossos:
Assessment of Self-Attention on Learned Features For Sound Event Localization and Detection. DCASE 2021: 100-104 - [c36]Jan Berg, Konstantinos Drossos:
Continual Learning for Automated Audio Captioning Using the Learning without Forgetting Approach. DCASE 2021: 140-144 - [c35]An Tran, Konstantinos Drossos
, Tuomas Virtanen
:
WaveTransformer: An Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information. EUSIPCO 2021: 576-580 - [c34]Xavier Favory, Konstantinos Drossos
, Tuomas Virtanen
, Xavier Serra:
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. ICASSP 2021: 596-600 - [c33]Björn W. Schuller, Tuomas Virtanen
, Maria Riveiro, Georgios Rizos, Jing Han, Annamaria Mesaros
, Konstantinos Drossos
:
Towards Sonification in Multimodal and User-friendlyExplainable Artificial Intelligence. ICMI 2021: 788-792 - [c32]Einari Vaaras, Sari Ahlqvist-Björkroth, Konstantinos Drossos
, Okko Räsänen
:
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit. Interspeech 2021: 3380-3384 - [d7]Konstantinos Drossos
, Samuel Lipping, Tuomas Virtanen
:
Clotho dataset. Version 2.0. Zenodo, 2021 [all versions] - [d6]Konstantinos Drossos
, Samuel Lipping, Tuomas Virtanen
:
Clotho dataset. Version 2.1. Zenodo, 2021 [all versions] - [i35]Emmanuel Rovithis, Nikolaos Moustakas, Konstantinos Vogklis, Konstantinos Drossos, Andreas Floros:
Towards Citizen Science for Smart Cities: A Framework for a Collaborative Game of Bird Call Recognition Based on Internet of Sound Practices. CoRR abs/2103.16988 (2021) - [i34]Andres Ferraro
, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov:
Enriched Music Representations with Multiple Cross-modal Contrastive Learning. CoRR abs/2104.00437 (2021) - [i33]Einari Vaaras, Sari Ahlqvist-Björkroth, Konstantinos Drossos, Okko Räsänen:
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit. CoRR abs/2106.09539 (2021) - [i32]Jan Berg, Konstantinos Drossos:
Continual Learning for Automated Audio Captioning Using The Learning Without Forgetting Approach. CoRR abs/2107.08028 (2021) - [i31]Parthasaarathy Sudarsanam, Archontis Politis, Konstantinos Drossos:
Assessment of Self-Attention on Learned Features For Sound Event Localization and Detection. CoRR abs/2107.09388 (2021) - [i30]Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller:
Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations. CoRR abs/2110.01506 (2021) - [i29]Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra:
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. CoRR abs/2110.07410 (2021) - 2020
- [j3]Stylianos Ioannis Mimilakis
, Konstantinos Drossos
, Estefanía Cano
, Gerald Schuller
:
Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation. IEEE ACM Trans. Audio Speech Lang. Process. 28: 266-278 (2020) - [c31]Emre Çakir, Konstantinos Drossos, Tuomas Virtanen:
Multi-Task Regularization Based on Infrequent Classes for Audio Captioning. DCASE 2020: 6-10 - [c30]Khoa Nguyen, Konstantinos Drossos, Tuomas Virtanen:
Temporal Sub-Sampling of Audio Feature Sequences for Automated Audio Captioning. DCASE 2020: 110-114 - [c29]Niccolò Nicodemo
, Gaurav Naithani
, Konstantinos Drossos
, Tuomas Virtanen
, Roberto Saletti
:
Memory Requirement Reduction of Deep Neural Networks for Field Programmable Gate Arrays Using Low-Bit Quantization of Parameters. EUSIPCO 2020: 466-470 - [c28]Stylianos I. Mimilakis, Konstantinos Drossos
, Gerald Schuller:
Unsupervised Interpretable Representation Learning for Singing Voice Separation. EUSIPCO 2020: 1412-1416 - [c27]Yanxiong Li, Mingle Liu, Konstantinos Drossos
, Tuomas Virtanen
:
Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks. ICASSP 2020: 286-290 - [c26]Konstantinos Drossos
, Samuel Lipping, Tuomas Virtanen
:
Clotho: an Audio Captioning Dataset. ICASSP 2020: 736-740 - [c25]Konstantinos Drossos
, Stylianos I. Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen
:
Sound Event Detection with Depthwise Separable and Dilated Convolutions. IJCNN 2020: 1-7 - [c24]Antonio Jesús Muñoz-Montoro
, Archontis Politis
, Konstantinos Drossos
, Julio J. Carabias-Orti
:
Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CMNMF. MMSP 2020: 1-6 - [c23]Pyry Pyykkönen, Stylianos I. Mimilakis, Konstantinos Drossos
, Tuomas Virtanen
:
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation. MMSP 2020: 1-6 - [d5]Konstantinos Drossos
, Samuel Lipping, Tuomas Virtanen
:
Audio captioning DCASE 2020 evaluation (testing) split. Zenodo, 2020 - [d4]Xavier Favory
, Konstantinos Drossos
, Tuomas Virtanen
, Xavier Serra
:
Dataset used in COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. Zenodo, 2020 - [d3]Shayan Gharib, Konstantinos Drossos
, Eemi Fagerlund, Tuomas Virtanen
:
VOICe Dataset. Zenodo, 2020 - [i28]Konstantinos Drossos, Stylianos Ioannis Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen:
Sound Event Detection with Depthwise Separable and Dilated Convolutions. CoRR abs/2002.00476 (2020) - [i27]Antonio Jesús Muñoz-Montoro, Julio J. Carabias-Orti, Archontis Politis, Konstantinos Drossos:
Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CNMF. CoRR abs/2003.01162 (2020) - [i26]Stylianos Ioannis Mimilakis, Konstantinos Drossos, Gerald Schuller:
Unsupervised Interpretable Representation Learning for Singing Voice Separation. CoRR abs/2003.01567 (2020) - [i25]Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. CoRR abs/2006.08386 (2020) - [i24]Khoa Nguyen, Konstantinos Drossos, Tuomas Virtanen:
Temporal Sub-sampling of Audio Feature Sequences for Automated Audio Captioning. CoRR abs/2007.02676 (2020) - [i23]Pyry Pyykkönen, Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen:
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation. CoRR abs/2007.02683 (2020) - [i22]Stylianos Ioannis Mimilakis, Konstantinos Drossos, Gerald Schuller:
Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances. CoRR abs/2007.02780 (2020) - [i21]Emre Çakir, Konstantinos Drossos, Tuomas Virtanen:
Multi-task Regularization Based on Infrequent Classes for Audio Captioning. CoRR abs/2007.04660 (2020) - [i20]Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen:
Conditioned Time-Dilated Convolutions for Sound Event Detection. CoRR abs/2007.05183 (2020) - [i19]An Tran, Konstantinos Drossos, Tuomas Virtanen:
WaveTransformer: A Novel Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information. CoRR abs/2010.11098 (2020) - [i18]Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. CoRR abs/2010.14171 (2020)
2010 – 2019
- 2019
- [c22]Konstantinos Drossos, Shayan Gharib, Paul Magron, Tuomas Virtanen:
Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling. DCASE 2019: 59-63 - [c21]Samuel Lipping, Konstantinos Drossos, Tuomas Virtanen:
Crowdsourcing a Dataset of Audio Captions. DCASE 2019: 139-143 - [c20]Konstantinos Drossos
, Paul Magron, Tuomas Virtanen
:
Unsupervised Adversarial Domain Adaptation Based on The Wasserstein Distance For Acoustic Scene Classification. WASPAA 2019: 259-263 - [d2]Konstantinos Drossos
, Shayan Gharib, Paul Magron
, Tuomas Virtanen
:
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. Zenodo, 2019 - [d1]Konstantinos Drossos
, Samuel Lipping, Tuomas Virtanen
:
Clotho dataset. Version 1.0. Zenodo, 2019 [all versions] - [i17]Stylianos Ioannis Mimilakis, Konstantinos Drossos, Estefanía Cano, Gerald Schuller:
Examining the Mapping Functions of Denoising Autoencoders in Music Source Separation. CoRR abs/1904.06157 (2019) - [i16]Konstantinos Drossos, Paul Magron, Tuomas Virtanen:
Unsupervised Adversarial Domain Adaptation Based On The Wasserstein Distance For Acoustic Scene Classification. CoRR abs/1904.10678 (2019) - [i15]Konstantinos Drossos, Shayan Gharib, Paul Magron, Tuomas Virtanen:
Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling. CoRR abs/1907.08506 (2019) - [i14]Samuel Lipping, Konstantinos Drossos, Tuomas Virtanen:
Crowdsourcing a Dataset of Audio Captions. CoRR abs/1907.09238 (2019) - [i13]Konstantinos Drossos, Samuel Lipping, Tuomas Virtanen:
Clotho: An Audio Captioning Dataset. CoRR abs/1910.09387 (2019) - [i12]Niccolò Nicodemo, Gaurav Naithani, Konstantinos Drossos, Tuomas Virtanen, Roberto Saletti:
Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters. CoRR abs/1911.00527 (2019) - [i11]Shayan Gharib, Konstantinos Drossos, Eemi Fagerlund, Tuomas Virtanen:
VOICe: A Sound Event Detection Dataset For Generalizable Domain Adaptation. CoRR abs/1911.07098 (2019) - 2018
- [c19]Stylianos Ioannis Mimilakis, Estefanía Cano
, Derry FitzGerald, Konstantinos Drossos
, Gerald Schuller:
Examining the Perceptual Effect of Alternative Objective Functions for Deep Learning Based Music Source Separation. ACSSC 2018: 679-683 - [c18]Shayan Gharib, Konstantinos Drossos, Emre Cakir, Dmitriy Serdyuk, Tuomas Virtanen:
Unsupervised adversarial domain adaptation for acoustic scene classification. DCASE 2018: 138-142 - [c17]Stylianos Ioannis Mimilakis, Konstantinos Drossos
, João Felipe Santos, Gerald Schuller, Tuomas Virtanen
, Yoshua Bengio:
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask. ICASSP 2018: 721-725 - [c16]Konstantinos Drossos
, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen
, Yoshua Bengio:
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation. IJCNN 2018: 1-8 - [c15]Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen:
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation. INTERSPEECH 2018: 332-336 - [c14]Konstantinos Drossos
, Paul Magron, Stylianos Ioannis Mimilakis, Tuomas Virtanen
:
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery. IWAENC 2018: 421-425 - [i10]Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio:
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation. CoRR abs/1802.00300 (2018) - [i9]Konstantinos Drossos, Stylianos Ioannis Mimilakis, Andreas Floros, Tuomas Virtanen, Gerald Schuller:
Close Miking Empirical Practice Verification: A Source Separation Approach. CoRR abs/1802.05132 (2018) - [i8]Konstantinos Drossos, Paul Magron, Stylianos Ioannis Mimilakis, Tuomas Virtanen:
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery. CoRR abs/1807.11298 (2018) - [i7]Shayan Gharib, Konstantinos Drossos, Emre Çakir, Dmitriy Serdyuk, Tuomas Virtanen:
Unsupervised adversarial domain adaptation for acoustic scene classification. CoRR abs/1808.05777 (2018) - 2017
- [c13]Sharath Adavanne
, Konstantinos Drossos
, Emre Cakir
, Tuomas Virtanen
:
Stacked convolutional and recurrent neural networks for bird audio detection. EUSIPCO 2017: 1729-1733 - [c12]Emre Cakir
, Sharath Adavanne
, Giambattista Parascandolo, Konstantinos Drossos
, Tuomas Virtanen
:
Convolutional recurrent neural networks for bird audio detection. EUSIPCO 2017: 1744-1748 - [c11]Stylianos Ioannis Mimilakis, Konstantinos Drossos
, Tuomas Virtanen
, Gerald Schuller:
A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation. MLSP 2017: 1-6 - [c10]Konstantinos Drossos
, Sharath Adavanne
, Tuomas Virtanen
:
Automated audio captioning with recurrent neural networks. WASPAA 2017: 374-378 - [i6]Emre Çakir, Sharath Adavanne, Giambattista Parascandolo, Konstantinos Drossos, Tuomas Virtanen:
Convolutional Recurrent Neural Networks for Bird Audio Detection. CoRR abs/1703.02317 (2017) - [i5]Sharath Adavanne, Konstantinos Drossos, Emre Çakir, Tuomas Virtanen:
Stacked Convolutional and Recurrent Neural Networks for Bird Audio Detection. CoRR abs/1706.02047 (2017) - [i4]Miroslav Malik, Sharath Adavanne, Konstantinos Drossos, Tuomas Virtanen, Dasa Ticha, Roman Jarina:
Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition. CoRR abs/1706.02292 (2017) - [i3]Konstantinos Drossos, Sharath Adavanne, Tuomas Virtanen:
Automated Audio Captioning with Recurrent Neural Networks. CoRR abs/1706.10006 (2017) - [i2]Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen, Gerald Schuller:
A Recurrent Encoder-Decoder Approach with Skip-filtering Connections for Monaural Singing Voice Separation. CoRR abs/1709.00611 (2017) - [i1]Stylianos Ioannis Mimilakis, Konstantinos Drossos, João Felipe Santos, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio:
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask. CoRR abs/1711.01437 (2017) - 2015
- [j2]Konstantinos Drossos
, Andreas Floros, Andreas Giannakoulopoulos
, Nikolaos Kanellopoulos:
Investigating the Impact of Sound Angular Position on the Listener Affective State. IEEE Trans. Affect. Comput. 6(1): 27-42 (2015) - [c9]Konstantinos Drossos
, Nikolaos Zormpas, George Giannakopoulos
, Andreas Floros:
Accessible games for blind children, empowered by binaural sound. PETRA 2015: 5:1-5:8 - 2014
- [c8]Maximos A. Kaliakatsos-Papakostas, Andreas Floros, Konstantinos Drossos, Konstantinos Koukoudis, Manolis Kyzalas, Achilleas Kalantzis:
Swarm Lake: A Game of Swarm Intelligence, Human Interaction and Collaborative Music Composition. ICMC 2014 - [c7]Konstantinos Drossos
, Andreas Floros, Andreas Giannakoulopoulos
:
BEADS: A dataset of Binaural Emotionally Annotated Digital Sounds. IISA 2014: 158-163 - [c6]Konstantinos Drossos
, Andreas Floros, Stelios M. Potirakis
, Nicolas-Alexander Tatlas, Gurkan Tuna:
A socially-intelligent multi-robot service team for in-home monitoring. IISA 2014: 159-164 - 2013
- [c5]Konstantinos Drossos, Andreas Floros, Konstantinos Koukoudis:
Gestural user interface for audio multitrack real-time stereo mixing. Audio Mostly Conference 2013: 2:1-2:6 - [c4]Konstantinos Drossos
, Rigas Kotsakis, George Kalliris
, Andreas Floros:
Sound events and emotions: Investigating the relation of rhythmic characteristics and arousal. IISA 2013: 1-6 - 2012
- [c3]Konstantinos Drossos
, Andreas Floros
, Nikolaos-Grigorios Kanellopoulos:
Affective acoustic ecology: towards emotionally enhanced sound events. Audio Mostly Conference 2012: 109-116 - [c2]Konstantinos Drossos
, Stylianos Ioannis Mimilakis, Andreas Floros
, Nikolaos Kanellopoulos:
Stereo Goes Mobile: Spatial Enhancement for Short-distance Loudspeaker Setups. IIH-MSP 2012: 432-435 - 2011
- [j1]Vasillis Psarras, Andreas Floros
, Konstantinos Drossos, Marianne Strapatsakis:
Emotional control and visual representation using advanced audiovisual interaction. Int. J. Arts Technol. 4(4): 480-498 (2011) - 2010
- [c1]Nikolas Grigoriou, Andreas Floros
, Konstantinos Drossos:
Binaural mixing using gestural control interaction. Audio Mostly Conference 2010: 4
Coauthor Index
aka: Stylianos Ioannis Mimilakis
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