Tuomas Virtanen

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 207

Top Venues

Publications

Michael Neri, Archontis Politis, Daniel Aleksander Krause, Marco Carli, Tuomas Virtanen
Speaker Distance Estimation in Enclosures From Single-Channel Audio. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Mikko Heikkinen, Archontis Politis, Tuomas Virtanen
Neural Ambisonics encoding for compact irregular microphone arrays. CoRR (2024)
Szymon Drgas, Lars Bramsløw, Archontis Politis, Gaurav Naithani, Tuomas Virtanen
Dynamic Processing Neural Network Architecture for Hearing Loss Compensation. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Michael Neri, Archontis Politis, Daniel Krause, Marco Carli, Tuomas Virtanen
Speaker Distance Estimation in Enclosures from Single-Channel Audio. CoRR (2024)
Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn W. Schuller
Computer Audition: From Task-Specific Machine Learning to Foundation Models. CoRR (2024)
Yuzhu Wang, Archontis Politis, Tuomas Virtanen
Attention-Driven Multichannel Speech Enhancement in Moving Sound Source Scenarios. ICASSP (2024)
John Martinsson, Olof Mogren, Maria Sandsten, Tuomas Virtanen
From Weak to Strong Sound Event Labels using Adaptive Change-Point Detection and Active Learning. CoRR (2024)
Mikko Heikkinen, Archontis Politis, Tuomas Virtanen
Neural Ambisonics Encoding For Compact Irregular Microphone Arrays. ICASSP (2024)
Paul Magron, Tuomas Virtanen
Spectrogram Inversion for Audio Source Separation via Consistency, Mixing, and Magnitude Constraints. CoRR (2023)
David Diaz-Guerra, Archontis Politis, Antonio Miguel, José Ramón Beltrán, Tuomas Virtanen
Permutation Invariant Recurrent Neural Networks for Sound Source Tracking Applications. CoRR (2023)
Parthasaarathy Sudarsanam, Tuomas Virtanen
Attention-Based Methods For Audio Question Answering. EUSIPCO (2023)
Shayan Gharib, Minh Tran, Diep Luong, Konstantinos Drossos, Tuomas Virtanen
Adversarial Representation Learning for Robust Privacy Preservation in Audio. CoRR (2023)
Khazar Khorrami, María Andrea Cruz Blandón, Tuomas Virtanen, Okko Räsänen
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System. EUSIPCO (2023)
Wang Dai, Archontis Politis, Tuomas Virtanen
Multi-Channel Masking with Learnable Filterbank for Sound Source Separation. CoRR (2023)
Wei Xie, Yanxiong Li, Qianhua He, Wenchang Cao, Tuomas Virtanen
Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes. CoRR (2023)
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)
David Diaz-Guerra, Archontis Politis, Tuomas Virtanen
Position Tracking of a Varying Number of Sound Sources with Sliding Permutation Invariant Training. EUSIPCO (2023)
Wei Xie, Yanxiong Li, Qianhua He, Wenchang Cao, Tuomas Virtanen
Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes. INTERSPEECH (2023)
Diep Luong, Minh Tran, Shayan Gharib, Konstantinos Drossos, Tuomas Virtanen
Representation Learning for Audio Privacy Preservation using Source Separation and Robust Adversarial Learning. CoRR (2023)
Michael Neri, Archontis Politis, Daniel Krause, Marco Carli, Tuomas Virtanen
Single-Channel Speaker Distance Estimation in Reverberant Environments. WASPAA (2023)
Kazuki Shimada, Archontis Politis, Parthasaarathy Sudarsanam, Daniel Aleksander Krause, Kengo Uchida, Sharath Adavanne, Aapo Hakala, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Tuomas Virtanen, Yuki Mitsufuji
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. NeurIPS (2023)
Khazar Khorrami, María Andrea Cruz Blandón, Tuomas Virtanen, Okko Räsänen
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System. CoRR (2023)
Huang Xie, Khazar Khorrami, Okko Räsänen, Tuomas Virtanen
Crowdsourcing and Evaluating Text-Based Audio Retrieval Relevances. CoRR (2023)
Yuzhu Wang, Archontis Politis, Tuomas Virtanen
Attention-Driven Multichannel Speech Enhancement in Moving Sound Source Scenarios. CoRR (2023)
Huang Xie, Okko Räsänen, Tuomas Virtanen
On Negative Sampling for Contrastive Audio-Text Retrieval. ICASSP (2023)
Parthasaarathy Sudarsanam, Tuomas Virtanen
Attention-Based Methods For Audio Question Answering. CoRR (2023)
Paul Magron, Tuomas Virtanen
Spectrogram Inversion for Audio Source Separation via Consistency, Mixing, and Magnitude Constraints. EUSIPCO (2023)
Szymon Drgas, Lars Bramsløw, Archontis Politis, Gaurav Naithani, Tuomas Virtanen
Dynamic Processing Neural Network Architecture For Hearing Loss Compensation. CoRR (2023)
Kazuki Shimada, Archontis Politis, Parthasaarathy Sudarsanam, Daniel Krause, Kengo Uchida, Sharath Adavanne, Aapo Hakala, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Tuomas Virtanen, Yuki Mitsufuji
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. CoRR (2023)
Yanxiong Li, Wenchang Cao, Konstantinos Drossos, Tuomas Virtanen
Domestic Activity Clustering from Audio via Depthwise Separable Convolutional Autoencoder Network. CoRR (2022)
Huang Xie, Okko Räsänen, Tuomas Virtanen
On Negative Sampling for Contrastive Audio-Text Retrieval. CoRR (2022)
Ville-Veikko Eklund, Aleksandr Diment, Tuomas Virtanen
Noise, Device and Room Robustness Methods for Pronunciation Error Detection. EUSIPCO (2022)
Samuel Lipping, Parthasaarathy Sudarsanam, Konstantinos Drossos, Tuomas Virtanen
Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering. EUSIPCO (2022)
Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen
STARSS22: A Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. DCASE (2022)
Samuel Lipping, Parthasaarathy Sudarsanam, Konstantinos Drossos, Tuomas Virtanen
Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering. CoRR (2022)
David Diaz-Guerra, Archontis Politis, Tuomas Virtanen
Position tracking of a varying number of sound sources with sliding permutation invariant training. CoRR (2022)
Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
Zero-Shot Audio Classification using Image Embeddings. CoRR (2022)
Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, Tuomas Virtanen
Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge. DCASE (2022)
Yanxiong Li, Wenchang Cao, Konstantinos Drossos, Tuomas Virtanen
Domestic Activity Clustering from Audio via Depthwise Separable Convolutional Autoencoder Network. MMSP (2022)
Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
Zero-Shot Audio Classification using Image Embeddings. EUSIPCO (2022)
Gaurav Naithani, Kirsi Pietilä, Riitta Niemistö, Erkki Paajanen, Tero Takala, Tuomas Virtanen
Subjective Evaluation of Deep Neural Network Based Speech Enhancement Systems in Real-World Conditions. MMSP (2022)
Gaurav Naithani, Kirsi Pietilä, Riitta Niemistö, Erkki Paajanen, Tero Takala, Tuomas Virtanen
Subjective Evaluation of Deep Neural Network Based Speech Enhancement Systems in Real-World Conditions. CoRR (2022)
Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen
Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment. CoRR (2022)
Huang Xie, Samuel Lipping, Tuomas Virtanen
Language-based Audio Retrieval Task in DCASE 2022 Challenge. CoRR (2022)
Huang Xie, Okko Räsänen, Konstantinos Drossos, Tuomas Virtanen
Unsupervised Audio-Caption Aligning Learns Correspondences Between Individual Sound Events and Textual Phrases. ICASSP (2022)
Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen
STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events. CoRR (2022)
Björn W. Schuller, Yonina C. Eldar, Maja Pantic, Shrikanth Narayanan, Tuomas Virtanen, Jianhua Tao
Editorial: Intelligent Signal Analysis for Contagious Virus Diseases. IEEE J. Sel. Top. Signal Process. 16 (2) (2022)
Huang Xie, Samuel Lipping, Tuomas Virtanen
Language-Based Audio Retrieval Task in DCASE 2022 Challenge. DCASE (2022)
Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Archontis Politis, Annamaria Mesaros, Sharath Adavanne, Toni Heittola, Tuomas Virtanen
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Huang Xie, Tuomas Virtanen
Zero-Shot Audio Classification Via Semantic Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. ICASSP (2021)
Archontis Politis, Sharath Adavanne, Daniel Krause, Antoine Deleforge, Prerak Srivastava, Tuomas Virtanen
A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection. DCASE (2021)
Archontis Politis, Sharath Adavanne, Daniel Krause, Antoine Deleforge, Prerak Srivastava, Tuomas Virtanen
A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection. CoRR (2021)
Shanshan Wang, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
Audio-visual scene classification: analysis of DCASE 2021 Challenge submissions. CoRR (2021)
Pasi Pertilä, Emre Cakir, Aapo Hakala, Eemi Fagerlund, Tuomas Virtanen, Archontis Politis, Antti J. Eronen
Mobile Microphone Array Speech Detection and Localization in Diverse Everyday Environments. EUSIPCO (2021)
Szymon Drgas, Tuomas Virtanen
Joint speaker separation and recognition using non-negative matrix deconvolution with adaptive dictionary. Comput. Speech Lang. 70 (2021)
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)
Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
Audio-Visual Scene Classification: Analysis of DCASE 2021 Challenge Submissions. DCASE (2021)
Sharath Adavanne, Archontis Politis, Tuomas Virtanen
Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers. WASPAA (2021)
Slobodan Djukanovic, Yash Patel, Jirí Matas, Tuomas Virtanen
Neural network-based acoustic vehicle counting. EUSIPCO (2021)
Huang Xie, Okko Räsänen, Tuomas Virtanen
Zero-Shot Audio Classification with Factored Linear and Nonlinear Acoustic-Semantic Projections. ICASSP (2021)
Irene Martín-Morató, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
Low-Complexity Acoustic Scene Classification for Multi-Device Audio: Analysis of DCASE 2021 Challenge Systems. DCASE (2021)
Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis. ICASSP (2021)
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
Sound Event Detection: A tutorial. IEEE Signal Process. Mag. 38 (5) (2021)
Shanshan Wang, Gaurav Naithani, Archontis Politis, Tuomas Virtanen
Deep neural network Based Low-latency Speech Separation with Asymmetric analysis-Synthesis Window Pair. CoRR (2021)
An Tran, Konstantinos Drossos, Tuomas Virtanen
WaveTransformer: An Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information. EUSIPCO (2021)
Shanshan Wang, Gaurav Naithani, Archontis Politis, Tuomas Virtanen
Deep Neural Network Based Low-Latency Speech Separation with Asymmetric Analysis-Synthesis Window Pair. EUSIPCO (2021)
Sharath Adavanne, Archontis Politis, Tuomas Virtanen
Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers. CoRR (2021)
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. CoRR (2020)
Archontis Politis, Sharath Adavanne, Tuomas Virtanen
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection. DCASE (2020)
Slobodan Djukanovic, Jiri Matas, Tuomas Virtanen
Robust Audio-Based Vehicle Counting in Low-to-Moderate Traffic Flow. CoRR (2020)
Pyry Pyykkönen, Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation. CoRR (2020)
Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
Acoustic Scene Classification in DCASE 2020 Challenge: Generalization Across Devices and Low Complexity Solutions. DCASE (2020)
Yanxiong Li, Mingle Liu, Konstantinos Drossos, Tuomas Virtanen
Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks. ICASSP (2020)
Archontis Politis, Sharath Adavanne, Tuomas Virtanen
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection. CoRR (2020)
Khoa Nguyen, Konstantinos Drossos, Tuomas Virtanen
Temporal Sub-Sampling of Audio Feature Sequences for Automated Audio Captioning. DCASE (2020)
Paul Magron, Tuomas Virtanen
Online Spectrogram Inversion for Low-Latency Audio Source Separation. IEEE Signal Process. Lett. 27 (2020)
An Tran, Konstantinos Drossos, Tuomas Virtanen
WaveTransformer: A Novel Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information. CoRR (2020)
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen
Sound Event Detection with Depthwise Separable and Dilated Convolutions. CoRR (2020)
Khoa Nguyen, Konstantinos Drossos, Tuomas Virtanen
Temporal Sub-sampling of Audio Feature Sequences for Automated Audio Captioning. CoRR (2020)
Shuyang Zhao, Toni Heittola, Tuomas Virtanen
Active Learning for Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. CoRR (2020)
Emre Çakir, Konstantinos Drossos, Tuomas Virtanen
Multi-task Regularization Based on Infrequent Classes for Audio Captioning. CoRR (2020)
Shuyang Zhao, Toni Heittola, Tuomas Virtanen
Active Learning for Sound Event Detection. CoRR (2020)
Archontis Politis, Annamaria Mesaros, Sharath Adavanne, Toni Heittola, Tuomas Virtanen
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019. CoRR (2020)
Pyry Pyykkönen, Stylianos I. Mimilakis, Konstantinos Drossos, Tuomas Virtanen
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation. MMSP (2020)
Emre Çakir, Konstantinos Drossos, Tuomas Virtanen
Multi-Task Regularization Based on Infrequent Classes for Audio Captioning. DCASE (2020)
Konstantinos Drossos, Samuel Lipping, Tuomas Virtanen
Clotho: an Audio Captioning Dataset. ICASSP (2020)
Konstantinos Drossos, Stylianos I. Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen
Sound Event Detection with Depthwise Separable and Dilated Convolutions. IJCNN (2020)
Slobodan Djukanovic, Yash Patel, Jiri Matas, Tuomas Virtanen
Neural Network-based Acoustic Vehicle Counting. CoRR (2020)
Niccoló 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)
Slobodan Djukanovic, Jiri Matas, Tuomas Virtanen
Robust Audio-Based Vehicle Counting in Low-to-Moderate Traffic Flow. IV (2020)
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Conditioned Time-Dilated Convolutions for Sound Event Detection. CoRR (2020)
Sharath Adavanne, Archontis Politis, Tuomas Virtanen
Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network. CoRR (2019)
M. N. Istiaq Ahsan, Csaba Kertész, Annamaria Mesaros, Toni Heittola, Andrew Knight, Tuomas Virtanen
Audio-Based Epileptic Seizure Detection. EUSIPCO (2019)
Marc C. Green, Sharath Adavanne, Damian T. Murphy, Tuomas Virtanen
Acoustic Scene Classification Using Higher-Order Ambisonic Features. WASPAA (2019)
Paul Magron, Tuomas Virtanen
Complex ISNMF: A Phase-Aware Model for Monaural Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 27 (1) (2019)
Annamaria Mesaros, Sharath Adavanne, Archontis Politis, Toni Heittola, Tuomas Virtanen
Joint Measurement of Localization and Detection of Sound Events. WASPAA (2019)
Shayan Gharib, Konstantinos Drossos, Eemi Fagerlund, Tuomas Virtanen
VOICe: A Sound Event Detection Dataset For Generalizable Domain Adaptation. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tuomas Virtanen