Tuomas Virtanen

346 papers A* 1A 18B 11C 5Misc 40Journal 149Unranked 116

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Discriminating real and synthetic super-resolved audio samples using embedding-based classifiers. CoRR Mikhail Silaev, Konstantinos Drossos, Tuomas Virtanen
2026	J	`jnl`	Moving Speaker Separation via Parallel Spectral-Spatial Processing. CoRR Yuzhu Wang, Archontis Politis, Konstantinos Drossos, Tuomas Virtanen
2026	J	`jnl`	Multi-Channel Replay Speech Detection using Acoustic Maps. CoRR Michael Neri, Tuomas Virtanen
2025	Misc	`conf`	A decade of DCASE: Achievements, practices, evaluations and future challenges. ICASSP Annamaria Mesaros, Romain Serizel, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
2025	J	`jnl`	Acoustic Simulation Framework for Multi-channel Replay Speech Detection. CoRR Michael Neri, Tuomas Virtanen
2025	A	`conf`	Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers. INTERSPEECH Yuzhu Wang, Archontis Politis, Konstantinos Drossos, Tuomas Virtanen
2025	J	`jnl`	Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers. CoRR Yuzhu Wang, Archontis Politis, Konstantinos Drossos, Tuomas Virtanen
2025	J	`jnl`	Automatic Live Music Song Identification Using Multi-level Deep Sequence Similarity Learning. CoRR Aapo Hakala, Trevor Kincy, Tuomas Virtanen
2025	J	`jnl`	Computer Audition: From Task-Specific Machine Learning to Foundation Models. Proc. IEEE Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn W. Schuller
2025	Misc	`conf`	Gen-A: Generalizing Ambisonics Neural Encoding to Unseen Microphone Arrays. ICASSP Mikko Heikkinen, Archontis Politis, Konstantinos Drossos, Tuomas Virtanen
2025	J	`jnl`	Gen-A: Generalizing Ambisonics Neural Encoding to Unseen Microphone Arrays. CoRR Mikko Heikkinen, Archontis Politis, Konstantinos Drossos, Tuomas Virtanen
2025	—	`conf`	Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection. EUSIPCO Shiqi Zhang, Tuomas Virtanen
2025	J	`jnl`	Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection. CoRR Shiqi Zhang, Tuomas Virtanen
2025	—	`conf`	Impact of Microphone Array Mismatches to Learning-Based Replay Speech Detection. EUSIPCO Michael Neri, Tuomas Virtanen
2025	A	`conf`	Inter-Speaker Relative Cues for Text-Guided Target Speech Extraction. INTERSPEECH Wang Dai, Archontis Politis, Tuomas Virtanen
2025	J	`jnl`	Inter-Speaker Relative Cues for Text-Guided Target Speech Extraction. CoRR Wang Dai, Archontis Politis, Tuomas Virtanen
2025	J	`jnl`	Knowledge Distillation for Speech Denoising by Latent Representation Alignment with Cosine Distance. CoRR Diep Luong, Mikko Heikkinen, Konstantinos Drossos, Tuomas Virtanen
2025	—	`conf`	Multi-Utterance Speech Separation and Association Trained on Short Segments. WASPAA Yuzhu Wang, Archontis Politis, Konstantinos Drossos, Tuomas Virtanen
2025	J	`jnl`	Multi-Utterance Speech Separation and Association Trained on Short Segments. CoRR Yuzhu Wang, Archontis Politis, Konstantinos Drossos, Tuomas Virtanen
2025	—	`conf`	Representation Learning for Semantic Alignment of Language, Audio, and Visual Modalities. EUSIPCO Parthasaarathy Sudarsanam, Irene Martín-Morató, Tuomas Virtanen
2025	J	`jnl`	Representation Learning for Semantic Alignment of Language, Audio, and Visual Modalities. CoRR Parthasaarathy Sudarsanam, Irene Martín-Morató, Tuomas Virtanen
2025	—	`conf`	Score-Informed Music Source Separation: Improving Synthetic-To-Real Generalization in Classical Music. EUSIPCO Eetu Tunturi, David Diaz-Guerra, Archontis Politis, Tuomas Virtanen
2025	J	`jnl`	Score-informed Music Source Separation: Improving Synthetic-to-real Generalization in Classical Music. CoRR Eetu Tunturi, David Diaz-Guerra, Archontis Politis, Tuomas Virtanen
2025	J	`jnl`	Stereo Sound Event Localization and Detection with Onscreen/offscreen Classification. CoRR Kazuki Shimada, Archontis Politis, Irán R. Román, Parthasaarathy Sudarsanam, David Diaz-Guerra, Ruchi Pandey, Kengo Uchida, Yuichiro Koyama, Naoya Takahashi, Takashi Shibuya, Shusuke Takahashi, Tuomas Virtanen, Yuki Mitsufuji
2025	J	`jnl`	Text-Based Audio Retrieval by Learning From Similarities Between Audio Captions. IEEE Signal Process. Lett. Huang Xie, Khazar Khorrami, Okko Räsänen, Tuomas Virtanen
2025	J	`jnl`	The Accuracy Cost of Weakness: A Theoretical Analysis of Fixed-Segment Weak Labeling for Events in Time. CoRR John Martinsson, Olof Mogren, Tuomas Virtanen, Maria Sandsten
2025	J	`jnl`	The Accuracy Cost of Weakness: A Theoretical Analysis of Fixed-Segment Weak Labeling for Events in Time. Trans. Mach. Learn. Res. John Martinsson, Tuomas Virtanen, Maria Sandsten, Olof Mogren
2025	J	`jnl`	The Spheres Dataset: Multitrack Orchestral Recordings for Music Source Separation and Information Retrieval. CoRR Jaime Garcia-Martinez, David Diaz-Guerra, John Anderson, Ricardo Falcon-Perez, Pablo Cabañas Molero, Tuomas Virtanen, Julio J. Carabias-Orti, Pedro Vera-Candeas
2024	J	`jnl`	A decade of DCASE: Achievements, practices, evaluations and future challenges. CoRR Annamaria Mesaros, Romain Serizel, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
2024	Misc	`conf`	Attention-Driven Multichannel Speech Enhancement in Moving Sound Source Scenarios. ICASSP Yuzhu Wang, Archontis Politis, Tuomas Virtanen
2024	—	`conf`	Automatic Live Music Song Identification Using Multi-level Deep Sequence Similarity Learning. EUSIPCO Aapo Hakala, Trevor Kincy, Tuomas Virtanen
2024	J	`jnl`	Computer Audition: From Task-Specific Machine Learning to Foundation Models. CoRR Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn W. Schuller
2024	J	`jnl`	Dynamic Processing Neural Network Architecture for Hearing Loss Compensation. IEEE ACM Trans. Audio Speech Lang. Process. Szymon Drgas, Lars Bramsløw, Archontis Politis, Gaurav Naithani, Tuomas Virtanen
2024	—	`conf`	From Weak to Strong Sound Event Labels using Adaptive Change-Point Detection and Active Learning. EUSIPCO John Martinsson, Olof Mogren, Maria Sandsten, Tuomas Virtanen
2024	J	`jnl`	From Weak to Strong Sound Event Labels using Adaptive Change-Point Detection and Active Learning. CoRR John Martinsson, Olof Mogren, Maria Sandsten, Tuomas Virtanen
2024	J	`jnl`	Language-based machine perception: linguistic perspectives on the compilation of captioning datasets. Digit. Scholarsh. Humanit. Laura Hekanaho, Maija Hirvonen, Tuomas Virtanen
2024	—	`conf`	Multi-Label Zero-Shot Audio Classification with Temporal Attention. IWAENC Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
2024	J	`jnl`	Multi-label Zero-Shot Audio Classification with Temporal Attention. CoRR Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
2024	Misc	`conf`	Neural Ambisonics Encoding For Compact Irregular Microphone Arrays. ICASSP Mikko Heikkinen, Archontis Politis, Tuomas Virtanen
2024	J	`jnl`	Neural Ambisonics encoding for compact irregular microphone arrays. CoRR Mikko Heikkinen, Archontis Politis, Tuomas Virtanen
2024	—	`conf`	Noise-to-Mask Ratio Loss for Deep Neural Network Based Audio Watermarking. IS2 Martin Moritz, Toni Olán, Tuomas Virtanen
2024	J	`jnl`	Noise-to-mask Ratio Loss for Deep Neural Network based Audio Watermarking. CoRR Martin Moritz, Toni Olán, Tuomas Virtanen
2024	—	`conf`	Reference Channel Selection by Multi-Channel Masking for End-to-End Multi-Channel Speech Enhancement. EUSIPCO Wang Dai, Xiaofei Li, Archontis Politis, Tuomas Virtanen
2024	J	`jnl`	Speaker Distance Estimation in Enclosures From Single-Channel Audio. IEEE ACM Trans. Audio Speech Lang. Process. Michael Neri, Archontis Politis, Daniel Aleksander Krause, Marco Carli, Tuomas Virtanen
2024	J	`jnl`	Speaker Distance Estimation in Enclosures from Single-Channel Audio. CoRR Michael Neri, Archontis Politis, Daniel Krause, Marco Carli, Tuomas Virtanen
2024	J	`jnl`	SynthSOD: Developing an Heterogeneous Dataset for Orchestra Music Source Separation. CoRR Jaime Garcia-Martinez, David Diaz-Guerra, Archontis Politis, Tuomas Virtanen, Julio J. Carabias-Orti, Pedro Vera-Candeas
2024	J	`jnl`	Timing and Dynamics of the Rosanna Shuffle. CoRR Esa Räsänen, Niko Gullsten, Otto Pulkkinen, Tuomas Virtanen
2023	J	`jnl`	Adversarial Representation Learning for Robust Privacy Preservation in Audio. CoRR Shayan Gharib, Minh Tran, Diep Luong, Konstantinos Drossos, Tuomas Virtanen
2023	—	`conf`	Attention-Based Methods For Audio Question Answering. EUSIPCO Parthasaarathy Sudarsanam, Tuomas Virtanen
2023	J	`jnl`	Attention-Based Methods For Audio Question Answering. CoRR Parthasaarathy Sudarsanam, Tuomas Virtanen
2023	J	`jnl`	Attention-Driven Multichannel Speech Enhancement in Moving Sound Source Scenarios. CoRR Yuzhu Wang, Archontis Politis, Tuomas Virtanen
2023	J	`jnl`	Crowdsourcing and Evaluating Text-Based Audio Retrieval Relevances. CoRR Huang Xie, Khazar Khorrami, Okko Räsänen, Tuomas Virtanen
2023	J	`jnl`	Dynamic Processing Neural Network Architecture For Hearing Loss Compensation. CoRR Szymon Drgas, Lars Bramsløw, Archontis Politis, Gaurav Naithani, Tuomas Virtanen
2023	A	`conf`	Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes. INTERSPEECH Wei Xie, Yanxiong Li, Qianhua He, Wenchang Cao, Tuomas Virtanen
2023	J	`jnl`	Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes. CoRR Wei Xie, Yanxiong Li, Qianhua He, Wenchang Cao, Tuomas Virtanen
2023	J	`jnl`	Multi-Channel Masking with Learnable Filterbank for Sound Source Separation. CoRR Wang Dai, Archontis Politis, Tuomas Virtanen
2023	Misc	`conf`	On Negative Sampling for Contrastive Audio-Text Retrieval. ICASSP Huang Xie, Okko Räsänen, Tuomas Virtanen
2023	J	`jnl`	Permutation Invariant Recurrent Neural Networks for Sound Source Tracking Applications. CoRR David Diaz-Guerra, Archontis Politis, Antonio Miguel, José Ramón Beltrán, Tuomas Virtanen
2023	—	`conf`	Position Tracking of a Varying Number of Sound Sources with Sliding Permutation Invariant Training. EUSIPCO David Diaz-Guerra, Archontis Politis, Tuomas Virtanen
2023	—	`conf`	Representation Learning for Audio Privacy Preservation Using Source Separation and Robust Adversarial Learning. WASPAA Diep Luong, Minh Tran, Shayan Gharib, Konstantinos Drossos, Tuomas Virtanen
2023	J	`jnl`	Representation Learning for Audio Privacy Preservation using Source Separation and Robust Adversarial Learning. CoRR Diep Luong, Minh Tran, Shayan Gharib, Konstantinos Drossos, Tuomas Virtanen
2023	A*	`conf`	STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. NeurIPS 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
2023	J	`jnl`	STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. CoRR Kazuki Shimada, Archontis Politis, Parthasaarathy Sudarsanam, Daniel Krause, Kengo Uchida, Sharath Adavanne, Aapo Hakala, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Tuomas Virtanen, Yuki Mitsufuji
2023	—	`conf`	Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System. EUSIPCO Khazar Khorrami, María Andrea Cruz Blandón, Tuomas Virtanen, Okko Räsänen
2023	J	`jnl`	Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System. CoRR Khazar Khorrami, María Andrea Cruz Blandón, Tuomas Virtanen, Okko Räsänen
2023	—	`conf`	Single-Channel Speaker Distance Estimation in Reverberant Environments. WASPAA Michael Neri, Archontis Politis, Daniel Krause, Marco Carli, Tuomas Virtanen
2023	—	`conf`	Spectrogram Inversion for Audio Source Separation via Consistency, Mixing, and Magnitude Constraints. EUSIPCO Paul Magron, Tuomas Virtanen
2023	J	`jnl`	Spectrogram Inversion for Audio Source Separation via Consistency, Mixing, and Magnitude Constraints. CoRR Paul Magron, Tuomas Virtanen
2022	—	`conf`	Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering. EUSIPCO Samuel Lipping, Parthasaarathy Sudarsanam, Konstantinos Drossos, Tuomas Virtanen
2022	J	`jnl`	Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering. CoRR Samuel Lipping, Parthasaarathy Sudarsanam, Konstantinos Drossos, Tuomas Virtanen
2022	C	`conf`	Domestic Activity Clustering from Audio via Depthwise Separable Convolutional Autoencoder Network. MMSP Yanxiong Li, Wenchang Cao, Konstantinos Drossos, Tuomas Virtanen
2022	J	`jnl`	Domestic Activity Clustering from Audio via Depthwise Separable Convolutional Autoencoder Network. CoRR Yanxiong Li, Wenchang Cao, Konstantinos Drossos, Tuomas Virtanen
2022	J	`jnl`	Editorial: Intelligent Signal Analysis for Contagious Virus Diseases. IEEE J. Sel. Top. Signal Process. Björn W. Schuller, Yonina C. Eldar, Maja Pantic, Shrikanth Narayanan, Tuomas Virtanen, Jianhua Tao
2022	—	`conf`	Language-Based Audio Retrieval Task in DCASE 2022 Challenge. DCASE Huang Xie, Samuel Lipping, Tuomas Virtanen
2022	—	`conf`	Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge. DCASE Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, Tuomas Virtanen
2022	—	`conf`	Noise, Device and Room Robustness Methods for Pronunciation Error Detection. EUSIPCO Ville-Veikko Eklund, Aleksandr Diment, Tuomas Virtanen
2022	J	`jnl`	On Negative Sampling for Contrastive Audio-Text Retrieval. CoRR Huang Xie, Okko Räsänen, Tuomas Virtanen
2022	J	`jnl`	Position tracking of a varying number of sound sources with sliding permutation invariant training. CoRR David Diaz-Guerra, Archontis Politis, Tuomas Virtanen
2022	—	`conf`	STARSS22: A Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. DCASE Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen
2022	J	`jnl`	STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events. CoRR Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen
2022	J	`jnl`	Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment. IEEE J. Sel. Top. Signal Process. Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen
2022	J	`jnl`	Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment. CoRR Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen
2022	C	`conf`	Subjective Evaluation of Deep Neural Network Based Speech Enhancement Systems in Real-World Conditions. MMSP Gaurav Naithani, Kirsi Pietilä, Riitta Niemistö, Erkki Paajanen, Tero Takala, Tuomas Virtanen
2022	J	`jnl`	Subjective Evaluation of Deep Neural Network Based Speech Enhancement Systems in Real-World Conditions. CoRR Gaurav Naithani, Kirsi Pietilä, Riitta Niemistö, Erkki Paajanen, Tero Takala, Tuomas Virtanen
2022	Misc	`conf`	Unsupervised Audio-Caption Aligning Learns Correspondences Between Individual Sound Events and Textual Phrases. ICASSP Huang Xie, Okko Räsänen, Konstantinos Drossos, Tuomas Virtanen
2022	—	`conf`	Zero-Shot Audio Classification using Image Embeddings. EUSIPCO Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
2022	J	`jnl`	Zero-Shot Audio Classification using Image Embeddings. CoRR Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
2021	Misc	`conf`	A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis. ICASSP Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2021	—	`conf`	A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection. DCASE Archontis Politis, Sharath Adavanne, Daniel Krause, Antoine Deleforge, Prerak Srivastava, Tuomas Virtanen
2021	J	`jnl`	A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection. CoRR Archontis Politis, Sharath Adavanne, Daniel Krause, Antoine Deleforge, Prerak Srivastava, Tuomas Virtanen
2021	—	`conf`	Audio-Visual Scene Classification: Analysis of DCASE 2021 Challenge Submissions. DCASE Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2021	J	`jnl`	Audio-visual scene classification: analysis of DCASE 2021 Challenge submissions. CoRR Shanshan Wang, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
2021	—	`conf`	Deep Neural Network Based Low-Latency Speech Separation with Asymmetric Analysis-Synthesis Window Pair. EUSIPCO Shanshan Wang, Gaurav Naithani, Archontis Politis, Tuomas Virtanen
2021	J	`jnl`	Deep neural network Based Low-latency Speech Separation with Asymmetric analysis-Synthesis Window Pair. CoRR Shanshan Wang, Gaurav Naithani, Archontis Politis, Tuomas Virtanen
2021	—	`conf`	Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers. WASPAA Sharath Adavanne, Archontis Politis, Tuomas Virtanen
2021	J	`jnl`	Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers. CoRR Sharath Adavanne, Archontis Politis, Tuomas Virtanen
2021	J	`jnl`	Joint speaker separation and recognition using non-negative matrix deconvolution with adaptive dictionary. Comput. Speech Lang. Szymon Drgas, Tuomas Virtanen
2021	Misc	`conf`	Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. ICASSP Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
2021	—	`conf`	Low-Complexity Acoustic Scene Classification for Multi-Device Audio: Analysis of DCASE 2021 Challenge Systems. DCASE Irene Martín-Morató, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
2021	—	`conf`	Mobile Microphone Array Speech Detection and Localization in Diverse Everyday Environments. EUSIPCO Pasi Pertilä, Emre Cakir, Aapo Hakala, Eemi Fagerlund, Tuomas Virtanen, Archontis Politis, Antti J. Eronen
2021	—	`conf`	Neural network-based acoustic vehicle counting. EUSIPCO Slobodan Djukanovic, Yash Patel, Jirí Matas, Tuomas Virtanen
2021	J	`jnl`	Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019. IEEE ACM Trans. Audio Speech Lang. Process. Archontis Politis, Annamaria Mesaros, Sharath Adavanne, Toni Heittola, Tuomas Virtanen
2021	J	`jnl`	Sound Event Detection: A tutorial. IEEE Signal Process. Mag. Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
2021	B	`conf`	Towards Sonification in Multimodal and User-friendlyExplainable Artificial Intelligence. ICMI Björn W. Schuller, Tuomas Virtanen, Maria Riveiro, Georgios Rizos, Jing Han, Annamaria Mesaros, Konstantinos Drossos
2021	—	`conf`	WaveTransformer: An Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information. EUSIPCO An Tran, Konstantinos Drossos, Tuomas Virtanen
2021	J	`jnl`	Zero-Shot Audio Classification Via Semantic Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. Huang Xie, Tuomas Virtanen
2021	Misc	`conf`	Zero-Shot Audio Classification with Factored Linear and Nonlinear Acoustic-Semantic Projections. ICASSP Huang Xie, Okko Räsänen, Tuomas Virtanen
2020	—	`conf`	A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection. DCASE Archontis Politis, Sharath Adavanne, Tuomas Virtanen
2020	J	`jnl`	A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection. CoRR Archontis Politis, Sharath Adavanne, Tuomas Virtanen
2020	—	`conf`	Acoustic Scene Classification in DCASE 2020 Challenge: Generalization Across Devices and Low Complexity Solutions. DCASE Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
2020	J	`jnl`	Active Learning for Sound Event Detection. CoRR Shuyang Zhao, Toni Heittola, Tuomas Virtanen
2020	J	`jnl`	Active Learning for Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. Shuyang Zhao, Toni Heittola, Tuomas Virtanen
2020	J	`jnl`	COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. CoRR Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
2020	Misc	`conf`	Clotho: an Audio Captioning Dataset. ICASSP Konstantinos Drossos, Samuel Lipping, Tuomas Virtanen
2020	J	`jnl`	Conditioned Time-Dilated Convolutions for Sound Event Detection. CoRR Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen
2020	C	`conf`	Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation. MMSP Pyry Pyykkönen, Stylianos I. Mimilakis, Konstantinos Drossos, Tuomas Virtanen
2020	J	`jnl`	Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation. CoRR Pyry Pyykkönen, Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen
2020	J	`jnl`	Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. CoRR Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
2020	—	`conf`	Memory Requirement Reduction of Deep Neural Networks for Field Programmable Gate Arrays Using Low-Bit Quantization of Parameters. EUSIPCO Niccolò Nicodemo, Gaurav Naithani, Konstantinos Drossos, Tuomas Virtanen, Roberto Saletti
2020	—	`conf`	Multi-Task Regularization Based on Infrequent Classes for Audio Captioning. DCASE Emre Çakir, Konstantinos Drossos, Tuomas Virtanen
2020	J	`jnl`	Multi-task Regularization Based on Infrequent Classes for Audio Captioning. CoRR Emre Çakir, Konstantinos Drossos, Tuomas Virtanen
2020	J	`jnl`	Neural Network-based Acoustic Vehicle Counting. CoRR Slobodan Djukanovic, Yash Patel, Jiri Matas, Tuomas Virtanen
2020	J	`jnl`	Online Spectrogram Inversion for Low-Latency Audio Source Separation. IEEE Signal Process. Lett. Paul Magron, Tuomas Virtanen
2020	J	`jnl`	Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019. CoRR Archontis Politis, Annamaria Mesaros, Sharath Adavanne, Toni Heittola, Tuomas Virtanen
2020	C	`conf`	Robust Audio-Based Vehicle Counting in Low-to-Moderate Traffic Flow. IV Slobodan Djukanovic, Jiri Matas, Tuomas Virtanen
2020	J	`jnl`	Robust Audio-Based Vehicle Counting in Low-to-Moderate Traffic Flow. CoRR Slobodan Djukanovic, Jiri Matas, Tuomas Virtanen
2020	Misc	`conf`	Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks. ICASSP Yanxiong Li, Mingle Liu, Konstantinos Drossos, Tuomas Virtanen
2020	B	`conf`	Sound Event Detection with Depthwise Separable and Dilated Convolutions. IJCNN Konstantinos Drossos, Stylianos I. Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen
2020	J	`jnl`	Sound Event Detection with Depthwise Separable and Dilated Convolutions. CoRR Konstantinos Drossos, Stylianos Ioannis Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen
2020	—	`conf`	Temporal Sub-Sampling of Audio Feature Sequences for Automated Audio Captioning. DCASE Khoa Nguyen, Konstantinos Drossos, Tuomas Virtanen
2020	J	`jnl`	Temporal Sub-sampling of Audio Feature Sequences for Automated Audio Captioning. CoRR Khoa Nguyen, Konstantinos Drossos, Tuomas Virtanen
2020	J	`jnl`	WaveTransformer: A Novel Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information. CoRR An Tran, Konstantinos Drossos, Tuomas Virtanen
2019	—	`conf`	A Multi-room Reverberant Dataset for Sound Event Localization and Detection. DCASE Sharath Adavanne, Archontis Politis, Tuomas Virtanen
2019	J	`jnl`	A multi-room reverberant dataset for sound event localization and detection. CoRR Sharath Adavanne, Archontis Politis, Tuomas Virtanen
2019	—	`conf`	Acoustic Scene Classification Using Higher-Order Ambisonic Features. WASPAA Marc C. Green, Sharath Adavanne, Damian T. Murphy, Tuomas Virtanen
2019	—	`conf`	Acoustic Scene Classification in DCASE 2019 Challenge: Closed and Open Set Classification and Data Mismatch Setups. DCASE Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2019	J	`jnl`	Analysis of an efficient parallel implementation of active-set Newton algorithm. J. Supercomput. Pablo San Juan Sebastián, Tuomas Virtanen, Víctor M. García-Molla, Antonio M. Vidal
2019	—	`conf`	Audio-Based Epileptic Seizure Detection. EUSIPCO M. N. Istiaq Ahsan, Csaba Kertész, Annamaria Mesaros, Toni Heittola, Andrew Knight, Tuomas Virtanen
2019	—	`conf`	City Classification from Multiple Real-World Sound Scenes. WASPAA Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen
2019	J	`jnl`	City classification from multiple real-world sound scenes. CoRR Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen
2019	J	`jnl`	Clotho: An Audio Captioning Dataset. CoRR Konstantinos Drossos, Samuel Lipping, Tuomas Virtanen
2019	J	`jnl`	Complex ISNMF: A Phase-Aware Model for Monaural Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. Paul Magron, Tuomas Virtanen
2019	—	`conf`	Crowdsourcing a Dataset of Audio Captions. DCASE Samuel Lipping, Konstantinos Drossos, Tuomas Virtanen
2019	J	`jnl`	Crowdsourcing a Dataset of Audio Captions. CoRR Samuel Lipping, Konstantinos Drossos, Tuomas Virtanen
2019	J	`jnl`	Deep Learning for Audio Signal Processing. CoRR Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath
2019	J	`jnl`	Deep Learning for Audio Signal Processing. IEEE J. Sel. Top. Signal Process. Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath
2019	B	`conf`	Detection of Typical Pronunciation Errors in Non-native English Speech Using Convolutional Recurrent Neural Networks. IJCNN Aleksandr Diment, Eemi Fagerlund, Adrian Benfield, Tuomas Virtanen
2019	J	`jnl`	Generalization of the K-SVD algorithm for minimization of Digit. Signal Process. Víctor M. García-Molla, Pablo San Juan Sebastián, Tuomas Virtanen, Antonio M. Vidal, Pedro Alonso
2019	—	`conf`	Joint Measurement of Localization and Detection of Sound Events. WASPAA Annamaria Mesaros, Sharath Adavanne, Archontis Politis, Toni Heittola, Tuomas Virtanen
2019	—	`conf`	Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling. DCASE Konstantinos Drossos, Shayan Gharib, Paul Magron, Tuomas Virtanen
2019	J	`jnl`	Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling. CoRR Konstantinos Drossos, Shayan Gharib, Paul Magron, Tuomas Virtanen
2019	—	`conf`	Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network. DCASE Sharath Adavanne, Archontis Politis, Tuomas Virtanen
2019	J	`jnl`	Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network. CoRR Sharath Adavanne, Archontis Politis, Tuomas Virtanen
2019	J	`jnl`	Low-Latency Deep Clustering For Speech Separation. CoRR Shanshan Wang, Gaurav Naithani, Tuomas Virtanen
2019	Misc	`conf`	Low-latency Deep Clustering for Speech Separation. ICASSP Shanshan Wang, Gaurav Naithani, Tuomas Virtanen
2019	J	`jnl`	Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters. CoRR Niccolò Nicodemo, Gaurav Naithani, Konstantinos Drossos, Tuomas Virtanen, Roberto Saletti
2019	J	`jnl`	Online Spectrogram Inversion for Low-Latency Audio Source Separation. CoRR Paul Magron, Tuomas Virtanen
2019	J	`jnl`	Sound Event Detection in the DCASE 2017 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. Annamaria Mesaros, Aleksandr Diment, Benjamin Elizalde, Toni Heittola, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
2019	Misc	`conf`	Sound Event Envelope Estimation in Polyphonic Mixtures. ICASSP Irene Martín-Morató, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Maximo Cobos, Francesc J. Ferri
2019	J	`jnl`	Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks. IEEE J. Sel. Top. Signal Process. Sharath Adavanne, Archontis Politis, Joonas Nikunen, Tuomas Virtanen
2019	J	`jnl`	Unsupervised Adversarial Domain Adaptation Based On The Wasserstein Distance For Acoustic Scene Classification. CoRR Konstantinos Drossos, Paul Magron, Tuomas Virtanen
2019	—	`conf`	Unsupervised Adversarial Domain Adaptation Based on The Wasserstein Distance For Acoustic Scene Classification. WASPAA Konstantinos Drossos, Paul Magron, Tuomas Virtanen
2019	J	`jnl`	VOICe: A Sound Event Detection Dataset For Generalizable Domain Adaptation. CoRR Shayan Gharib, Konstantinos Drossos, Eemi Fagerlund, Tuomas Virtanen
2019	—	`conf`	Zero-Shot Audio Classification Based On Class Label Embeddings. WASPAA Huang Xie, Tuomas Virtanen
2019	J	`jnl`	Zero-Shot Audio Classification Based on Class Label Embeddings. CoRR Huang Xie, Tuomas Virtanen
2018	—	`conf`	A multi-device dataset for urban acoustic scene classification. DCASE Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2018	J	`jnl`	A multi-device dataset for urban acoustic scene classification. CoRR Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2018	J	`jnl`	Acoustic Scene Classification: A Competition Review. CoRR Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen
2018	—	`conf`	Acoustic Scene Classification: An Overview of Dcase 2017 Challenge Entries. IWAENC Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2018	—	`conf`	Acoustic Scene Classification: a Competition Review. MLSP Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen
2018	—	`conf`	An Active Learning Method Using Clustering and Committee-Based Sample Selection for Sound Event Classification. IWAENC Shuyang Zhao, Toni Heittola, Tuomas Virtanen
2018	J	`jnl`	Automatic segmentation of infant cry signals using hidden Markov models. EURASIP J. Audio Speech Music. Process. Gaurav Naithani, Jaana Kivinummi, Tuomas Virtanen, Outi Tammela, Mikko J. Peltola, Jukka M. Leppänen
2018	Misc	`conf`	Bayesian Anisotropic Gaussian Model for Audio Source Separation. ICASSP Paul Magron, Tuomas Virtanen
2018	J	`jnl`	Cascade of Boolean detector combinations. EURASIP J. Image Video Process. Katariina Mahkonen, Tuomas Virtanen, Joni-Kristian Kämäräinen
2018	J	`jnl`	Close Miking Empirical Practice Verification: A Source Separation Approach. CoRR Konstantinos Drossos, Stylianos Ioannis Mimilakis, Andreas Floros, Tuomas Virtanen, Gerald Schuller
2018	J	`jnl`	Complex ISNMF: a Phase-Aware Model for Monaural Audio Source Separation. CoRR Paul Magron, Tuomas Virtanen
2018	—	`conf`	Deep Neural Network Based Speech Separation Optimizing an Objective Estimator of Intelligibility for Low Latency Applications. IWAENC Gaurav Naithani, Joonas Nikunen, Lars Bramslow, Tuomas Virtanen
2018	J	`jnl`	Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications. CoRR Gaurav Naithani, Joonas Nikunen, Lars Bramsløw, Tuomas Virtanen
2018	J	`jnl`	Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. Annamaria Mesaros, Toni Heittola, Emmanouil Benetos, Peter Foster, Mathieu Lagrange, Tuomas Virtanen, Mark D. Plumbley
2018	—	`conf`	Direction of Arrival Estimation for Multiple Sound Sources Using Convolutional Recurrent Neural Network. EUSIPCO Sharath Adavanne, Archontis Politis, Tuomas Virtanen
2018	B	`conf`	End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input. IJCNN Emre Cakir, Tuomas Virtanen
2018	J	`jnl`	End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input. CoRR Emre Çakir, Tuomas Virtanen
2018	Misc	`conf`	Estimation of Time-Varying Room Impulse Responses of Multiple Sound Sources from Observed Mixture and Isolated Source Signals. ICASSP Joonas Nikunen, Tuomas Virtanen
2018	A	`conf`	Expectation-Maximization Algorithms for Itakura-Saito Nonnegative Matrix Factorization. INTERSPEECH Paul Magron, Tuomas Virtanen
2018	—	`conf`	Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery. IWAENC Konstantinos Drossos, Paul Magron, Stylianos Ioannis Mimilakis, Tuomas Virtanen
2018	J	`jnl`	Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery. CoRR Konstantinos Drossos, Paul Magron, Stylianos Ioannis Mimilakis, Tuomas Virtanen
2018	B	`conf`	MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation. IJCNN Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
2018	J	`jnl`	MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation. CoRR Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
2018	Misc	`conf`	Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask. ICASSP Stylianos Ioannis Mimilakis, Konstantinos Drossos, João Felipe Santos, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
2018	J	`jnl`	Multichannel Blind Sound Source Separation Using Spatial Covariance Model With Level and Time Differences and Nonnegative Matrix Factorization. IEEE ACM Trans. Audio Speech Lang. Process. Julio J. Carabias-Orti, Joonas Nikunen, Tuomas Virtanen, Pedro Vera-Candeas
2018	B	`conf`	Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features. IJCNN Sharath Adavanne, Archontis Politis, Tuomas Virtanen
2018	J	`jnl`	Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features. CoRR Sharath Adavanne, Archontis Politis, Tuomas Virtanen
2018	—	`conf`	On Modeling the STFT Phase of Audio Signals with the Von Mises Distribution. IWAENC Paul Magron, Tuomas Virtanen
2018	A	`conf`	Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation. INTERSPEECH Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen
2018	J	`jnl`	Separation of Moving Sound Sources Using Multichannel NMF and Acoustic Tracking. IEEE ACM Trans. Audio Speech Lang. Process. Joonas Nikunen, Aleksandr Diment, Tuomas Virtanen
2018	J	`jnl`	Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks. CoRR Sharath Adavanne, Archontis Politis, Joonas Nikunen, Tuomas Virtanen
2018	—	`conf`	Time-Frequency Masking Strategies for Single-Channel Low-Latency Speech Enhancement Using Neural Networks. IWAENC Mikko Parviainen, Pasi Pertilä, Tuomas Virtanen, Peter Grosche
2018	—	`conf`	Towards Complex Nonnegative Matrix Factorization with the Beta-Divergence. IWAENC Paul Magron, Tuomas Virtanen
2018	—	`conf`	Unsupervised adversarial domain adaptation for acoustic scene classification. DCASE Shayan Gharib, Konstantinos Drossos, Emre Cakir, Dmitriy Serdyuk, Tuomas Virtanen
2018	J	`jnl`	Unsupervised adversarial domain adaptation for acoustic scene classification. CoRR Shayan Gharib, Konstantinos Drossos, Emre Çakir, Dmitriy Serdyuk, Tuomas Virtanen
2018	—	`conf`	Using Sequential Information in Polyphonic Sound Event Detection. IWAENC Guangpu Huang, Toni Heittola, Tuomas Virtanen
2017	J	`jnl`	A Recurrent Encoder-Decoder Approach with Skip-filtering Connections for Monaural Singing Voice Separation. CoRR Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen, Gerald Schuller
2017	B	`conf`	A convolutional neural network approach for acoustic scene classification. IJCNN Michele Valenti, Stefano Squartini, Aleksandr Diment, Giambattista Parascandolo, Tuomas Virtanen
2017	—	`conf`	A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation. MLSP Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen, Gerald Schuller
2017	J	`jnl`	A report on sound event detection with different binaural features. CoRR Sharath Adavanne, Tuomas Virtanen
2017	B	`conf`	ASR in Classroom Today: Automatic Visualization of Conceptual Network in Science Classrooms. EC-TEL Daniela Caballero, Roberto Araya, Hanna Kronholm, Jouni Viiri, André Mansikkaniemi, Sami Lehesvuori, Tuomas Virtanen, Mikko Kurimo
2017	Misc	`conf`	Active learning for sound event classification by clustering unlabeled data. ICASSP Shuyang Zhao, Toni Heittola, Tuomas Virtanen
2017	—	`conf`	Assessment of human and machine performance in acoustic scene classification: Dcase 2016 case study. WASPAA Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2017	J	`jnl`	Automated Audio Captioning with Recurrent Neural Networks. CoRR Konstantinos Drossos, Sharath Adavanne, Tuomas Virtanen
2017	—	`conf`	Automated audio captioning with recurrent neural networks. WASPAA Konstantinos Drossos, Sharath Adavanne, Tuomas Virtanen
2017	J	`jnl`	Binary Non-Negative Matrix Deconvolution for Audio Dictionary Learning. IEEE ACM Trans. Audio Speech Lang. Process. Szymon Drgas, Tuomas Virtanen, Jörg Lücke, Antti Hurmalainen
2017	—	`conf`	Consistent anisotropic Wiener filtering for audio source separation. WASPAA Paul Magron, Jonathan Le Roux, Tuomas Virtanen
2017	J	`jnl`	Convolutional Recurrent Neural Networks for Bird Audio Detection. CoRR Emre Çakir, Sharath Adavanne, Giambattista Parascandolo, Konstantinos Drossos, Tuomas Virtanen
2017	J	`jnl`	Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. CoRR Emre Çakir, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
2017	J	`jnl`	Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. Emre Çakir, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
2017	—	`conf`	Convolutional Recurrent Neural Networks for Rare Sound Event Detection. DCASE Emre Cakir, Tuomas Virtanen
2017	—	`conf`	Convolutional recurrent neural networks for bird audio detection. EUSIPCO Emre Cakir, Sharath Adavanne, Giambattista Parascandolo, Konstantinos Drossos, Tuomas Virtanen
2017	—	`conf`	DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System. DCASE Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
2017	J	`jnl`	Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network. CoRR Sharath Adavanne, Archontis Politis, Tuomas Virtanen
2017	J	`jnl`	Introduction to the Special Section on Sound Scene and Event Analysis. IEEE ACM Trans. Audio Speech Lang. Process. Gaël Richard, Tuomas Virtanen, Juan Pablo Bello, Nobutaka Ono, Hervé Glotin
2017	—	`conf`	Learning vocal mode classifiers from heterogeneous data sources. WASPAA Shuyang Zhao, Toni Heittola, Tuomas Virtanen
2017	—	`conf`	Low latency sound source separation using convolutional recurrent neural networks. WASPAA Gaurav Naithani, Tom Barker, Giambattista Parascandolo, Lars Bramslow, Niels Henrik Pontoppidan, Tuomas Virtanen
2017	J	`jnl`	Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask. CoRR Stylianos Ioannis Mimilakis, Konstantinos Drossos, João Felipe Santos, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
2017	—	`ed.`	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2017, Munich, Germany, November 16-17, 2017 DCASE Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Emmanuel Vincent, Emmanouil Benetos, Benjamin Elizalde
2017	J	`jnl`	Separation of Moving Sound Sources Using Multichannel NMF and Acoustic Tracking. CoRR Joonas Nikunen, Aleksandr Diment, Tuomas Virtanen
2017	J	`jnl`	Sound Event Detection Using Spatial Features and Convolutional Recurrent Neural Network. CoRR Sharath Adavanne, Pasi Pertilä, Tuomas Virtanen
2017	—	`conf`	Sound Event Detection Using Weakly Labeled Dataset with Stacked Convolutional and Recurrent Neural Network. DCASE Sharath Adavanne, Tuomas Virtanen
2017	J	`jnl`	Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features. CoRR Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, Toni Heittola, Tuomas Virtanen
2017	Misc	`conf`	Sound event detection using spatial features and convolutional recurrent neural network. ICASSP Sharath Adavanne, Pasi Pertilä, Tuomas Virtanen
2017	J	`jnl`	Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network. CoRR Sharath Adavanne, Tuomas Virtanen
2017	J	`jnl`	Stacked Convolutional and Recurrent Neural Networks for Bird Audio Detection. CoRR Sharath Adavanne, Konstantinos Drossos, Emre Çakir, Tuomas Virtanen
2017	J	`jnl`	Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition. CoRR Miroslav Malik, Sharath Adavanne, Konstantinos Drossos, Tuomas Virtanen, Dasa Ticha, Roman Jarina
2017	—	`conf`	Stacked convolutional and recurrent neural networks for bird audio detection. EUSIPCO Sharath Adavanne, Konstantinos Drossos, Emre Cakir, Tuomas Virtanen
2017	—	`conf`	Time-difference of arrival model for spherical microphone arrays and application to direction of arrival estimation. EUSIPCO Joonas Nikunen, Tuomas Virtanen
2017	—	`conf`	Transfer learning of weakly labelled audio. WASPAA Aleksandr Diment, Tuomas Virtanen
2016	J	`jnl`	Binaural rendering of microphone array captures based on source separation. Speech Commun. Joonas Nikunen, Aleksandr Diment, Tuomas Virtanen, Miikka Vilermo
2016	J	`jnl`	Blind Separation of Audio Mixtures Through Nonnegative Tensor Factorization of Modulation Spectrograms. IEEE ACM Trans. Audio Speech Lang. Process. Tom Barker, Tuomas Virtanen
2016	—	`conf`	Cascade processing for speeding up sliding window sparse classification. EUSIPCO Katariina Mahkonen, Antti Hurmalainen, Tuomas Virtanen, Joni-Kristian Kamarainen
2016	—	`conf`	DCASE 2016 Acoustic Scene Classification Using Convolutional Neural Networks. DCASE Michele Valenti, Aleksandr Diment, Giambattista Parascandolo, Stefano Squartini, Tuomas Virtanen
2016	B	`conf`	Filterbank learning for deep neural network based polyphonic sound event detection. IJCNN Emre Cakir, Ezgi Can Ozan, Tuomas Virtanen
2016	—	`conf`	Low-latency sound source separation using deep neural networks. GlobalSIP Gaurav Naithani, Giambattista Parascandolo, Tom Barker, Niels Henrik Pontoppidan, Tuomas Virtanen
2016	—	`conf`	Noise-robust detection of whispering in telephone calls using deep neural networks. EUSIPCO Aleksandr Diment, Mikko Parviainen, Tuomas Virtanen, Roman Zelov, Alex Glasman
2016	—	`ed.`	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2016, Budapest, Hungary, September 3, 2016 DCASE Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Mark D. Plumbley, Peter Foster, Emmanouil Benetos, Mathieu Lagrange
2016	J	`jnl`	Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings. CoRR Giambattista Parascandolo, Heikki Huttunen, Tuomas Virtanen
2016	Misc	`conf`	Recurrent neural networks for polyphonic sound event detection in real life recordings. ICASSP Giambattista Parascandolo, Heikki Huttunen, Tuomas Virtanen
2016	—	`conf`	Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features. DCASE Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, Toni Heittola, Tuomas Virtanen
2016	—	`conf`	TUT database for acoustic scene classification and sound event detection. EUSIPCO Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2015	—	`conf`	Archetypal analysis for audio dictionary learning. WASPAA Aleksandr Diment, Tuomas Virtanen
2015	—	`conf`	Automatic recognition of environmental sound events using all-pole group delay features. EUSIPCO Aleksandr Diment, Emre Cakir, Toni Heittola, Tuomas Virtanen
2015	J	`jnl`	Compositional Models for Audio Processing: Uncovering the structure of sound mixtures. IEEE Signal Process. Mag. Tuomas Virtanen, Jort Florent Gemmeke, Bhiksha Raj, Paris Smaragdis
2015	J	`jnl`	Coupled Dictionaries for Exemplar-Based Speech Enhancement and Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Deepak Baby, Tuomas Virtanen, Jort F. Gemmeke, Hugo Van hamme
2015	Misc	`conf`	Exemplar-based speech enhancement for deep neural network based automatic speech recognition. ICASSP Deepak Baby, Jort F. Gemmeke, Tuomas Virtanen, Hugo Van hamme
2015	Misc	`conf`	Low-latency sound-source-separation using non-negative matrix factorisation with coupled analysis and synthesis dictionaries. ICASSP Tom Barker, Tuomas Virtanen, Niels Henrik Pontoppidan
2015	—	`conf`	Multi-label vs. combined single-label sound event detection with deep neural networks. EUSIPCO Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
2015	A	`conf`	Noise robust speaker recognition with convolutive sparse coding. INTERSPEECH Antti Hurmalainen, Rahim Saeidi, Tuomas Virtanen
2015	J	`jnl`	Non-negative tensor factorization models for Bayesian audio processing. Digit. Signal Process. Umut Simsekli, Tuomas Virtanen, Ali Taylan Cemgil
2015	B	`conf`	Polyphonic sound event detection using multi label deep neural networks. IJCNN Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
2015	Misc	`conf`	Similarity induced group sparsity for non-negative matrix factorisation. ICASSP Antti Hurmalainen, Rahim Saeidi, Tuomas Virtanen
2015	Misc	`conf`	Sound event detection in real life recordings using coupled matrix factorization of spectral representations and class activity annotations. ICASSP Annamaria Mesaros, Toni Heittola, Onur Dikmen, Tuomas Virtanen
2015	—	`conf`	Speaker Verification Using Adaptive Dictionaries in Non-negative Spectrogram Deconvolution. LVA/ICA Szymon Drgas, Tuomas Virtanen
2014	Misc	`conf`	Active-set newton algorithm for non-negative sparse coding of audio. ICASSP Tuomas Virtanen, Bhiksha Raj, Jort F. Gemmeke, Hugo Van hamme
2014	Misc	`conf`	Coupled dictionary training for exemplar-based speech enhancement. ICASSP Deepak Baby, Tuomas Virtanen, Tom Barker, Hugo Van hamme
2014	J	`jnl`	Direction of Arrival Based Spatial Covariance Model for Blind Sound Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. Joonas Nikunen, Tuomas Virtanen
2014	J	`jnl`	Exemplar-Based Sparse Representation With Residual Compensation for Voice Conversion. IEEE ACM Trans. Audio Speech Lang. Process. Zhizheng Wu, Tuomas Virtanen, Engsiong Chng, Haizhou Li
2014	—	`conf`	Exemplar-based noise robust automatic speech recognition using modulation spectrogram features. SLT Deepak Baby, Tuomas Virtanen, Jort F. Gemmeke, Tom Barker, Hugo Van hamme
2014	—	`conf`	Lifelog Scene Change Detection Using Cascades of Audio and Video Detectors. ACCV Workshops (3) Katariina Mahkonen, Joni-Kristian Kämäräinen, Tuomas Virtanen
2014	J	`jnl`	Method for creating location-specific audio textures. EURASIP J. Audio Speech Music. Process. Toni Heittola, Annamaria Mesaros, Dani Korpi, Antti J. Eronen, Tuomas Virtanen
2014	A	`conf`	Modelling primitive streaming of simple tone sequences through factorisation of modulation pattern tensors. INTERSPEECH Tom Barker, Hugo Van hamme, Tuomas Virtanen
2014	Misc	`conf`	Multichannel audio separation by direction of arrival based spatial covariance model and non-negative matrix factorization. ICASSP Joonas Nikunen, Tuomas Virtanen
2014	—	`conf`	Recognition of acoustic events using deep neural networks. EUSIPCO Oguzhan Gencoglu, Tuomas Virtanen, Heikki Huttunen
2014	B	`conf`	Semi-supervised non-negative tensor factorisation of modulation spectrograms for monaural speech separation. IJCNN Tom Barker, Tuomas Virtanen
2014	Misc	`conf`	Ultrasound-coupled semi-supervised nonnegative matrix factorisation for speech enhancement. ICASSP Tom Barker, Tuomas Virtanen, Olivier Delhomme
2013	—	`conf`	Acquiring variable length speech bases for factorisation-based noise robust speech recognition. EUSIPCO Antti Hurmalainen, Tuomas Virtanen
2013	J	`jnl`	Active-Set Newton Algorithm for Overcomplete Non-Negative Representations of Audio. IEEE Trans. Speech Audio Process. Tuomas Virtanen, Jort Florent Gemmeke, Bhiksha Raj
2013	J	`jnl`	Context-dependent sound event detection. EURASIP J. Audio Speech Music. Process. Toni Heittola, Annamaria Mesaros, Antti J. Eronen, Tuomas Virtanen
2013	Misc	`conf`	Exemplar-based joint channel and noise compensation. ICASSP Jort F. Gemmeke, Tuomas Virtanen, Kris Demuynck
2013	A	`conf`	Exemplar-based unit selection for voice conversion utilizing temporal information. INTERSPEECH Zhizheng Wu, Tuomas Virtanen, Tomi Kinnunen, Engsiong Chng, Haizhou Li
2013	—	`conf`	Exemplar-based voice conversion using non-negative spectrogram deconvolution. SSW Zhizheng Wu, Tuomas Virtanen, Tomi Kinnunen, Eng Siong Chng, Haizhou Li
2013	—	`conf`	Group Delay Function from All-Pole Models for Musical Instrument Recognition. CMMR Aleksandr Diment, Padmanabhan Rajan, Toni Heittola, Tuomas Virtanen
2013	C	`conf`	Learning state labels for sparse classification of speech with matrix deconvolution. ASRU Antti Hurmalainen, Tuomas Virtanen
2013	J	`jnl`	Modelling non-stationary noise with spectral factorisation in automatic speech recognition. Comput. Speech Lang. Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen
2013	—	`conf`	Music self-similarity modeling using augmented nonnegative matrix factorization of block and stripe patterns. WASPAA Joonas Kauppinen, Anssi Klapuri, Tuomas Virtanen
2013	A	`conf`	Non-negative tensor factorisation of modulation spectrograms for monaural sound source separation. INTERSPEECH Tom Barker, Tuomas Virtanen
2013	J	`jnl`	On the human ability to discriminate audio ambiances from similar locations of an urban environment. Pers. Ubiquitous Comput. Dani Korpi, Toni Heittola, Timo Partala, Antti J. Eronen, Annamaria Mesaros, Tuomas Virtanen
2013	—	`conf`	Semi-supervised learning for musical instrument recognition. EUSIPCO Aleksandr Diment, Toni Heittola, Tuomas Virtanen
2013	Misc	`conf`	Supervised model training for overlapping sound events based on unsupervised source separation. ICASSP Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, Moncef Gabbouj
2013	—	`conf`	The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment. MLSP Forrest Briggs, Yonghong Huang, Raviv Raich, Konstantinos Eftaxias, Zhong Lei, William Cukierski, Sarah Frey Hadley, Adam Hadley, Matthew Betts, Xiaoli Z. Fern, Jed Irvine, Lawrence Neal, Anil Thomas, Gábor Fodor, Grigorios Tsoumakas, Hong Wei Ng, Thi Ngoc Tho Nguyen, Heikki Huttunen, Pekka Ruusuvuori, Tapio Manninen, Aleksandr Diment, Tuomas Virtanen, Julien Marzat, Joseph Defretin, Dave Callender, Chris Hurlburt, Ken Larrey, Maxim Milakov
2012	—	`conf`	Detection, separation and recognition of speech from continuous signals using spectral factorisation. EUSIPCO Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen
2012	—	`conf`	Exemplar-based sparse representation and sparse discrimination for noise robust speaker identification. Odyssey Rahim Saeidi, Antti Hurmalainen, Tuomas Virtanen, David A. van Leeuwen
2012	A	`conf`	Group Sparsity for Speaker Identity Discrimination in Factorisation-based Speech Recognition. INTERSPEECH Antti Hurmalainen, Rahim Saeidi, Tuomas Virtanen
2012	—	`conf`	Human sound perception - what can we learn from it when developing audio analysis algorithms? SAPA@INTERSPEECH Tuomas Virtanen
2012	—	`ch.`	Introduction. Techniques for Noise Robustness in Automatic Speech Recognition Tuomas Virtanen, Rita Singh, Bhiksha Raj
2012	Misc	`conf`	Modelling spectro-temporal dynamics in factorisation-based noise-robust automatic speech recognition. ICASSP Antti Hurmalainen, Tuomas Virtanen
2012	—	`conf`	Multiple Instrument Mixtures Source Separation Evaluation Using Instrument-Dependent NMF Models. LVA/ICA Francisco J. Rodríguez-Serrano, Julio J. Carabias-Orti, Pedro Vera-Candeas, Tuomas Virtanen, Nicolás Ruiz-Reyes
2012	Misc	`conf`	Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? ICASSP Felix Weninger, Martin Wöllmer, Jürgen T. Geiger, Björn W. Schuller, Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Gerhard Rigoll
2012	—	`conf`	Permutation alignment of frequency-domain ICA by the maximization of intra-source envelope correlations. EUSIPCO Joonas Nikunen, Tuomas Virtanen, Pasi Pertilä, Miikka Vilermo
2012	—	`conf`	Phase spectrum prediction of audio signals. ISCCSP Ali Bahrami Rad, Tuomas Virtanen
2012	—	`book`	Techniques for Noise Robustness in Automatic Speech Recognition Techniques for Noise Robustness in Automatic Speech Recognition Tuomas Virtanen, Rita Singh, Bhiksha Raj
2012	—	`ch.`	The Basics of Automatic Speech Recognition. Techniques for Noise Robustness in Automatic Speech Recognition Rita Singh, Bhiksha Raj, Tuomas Virtanen
2012	—	`ch.`	The Problem of Robustness in Automatic Speech Recognition. Techniques for Noise Robustness in Automatic Speech Recognition Bhiksha Raj, Tuomas Virtanen, Rita Singh
2012	J	`jnl`	Voice Conversion Using Dynamic Kernel Partial Least Squares Regression. IEEE Trans. Speech Audio Process. Elina Helander, Hanna Silén, Tuomas Virtanen, Moncef Gabbouj
2011	J	`jnl`	Exemplar-Based Sparse Representations for Noise Robust Automatic Speech Recognition. IEEE Trans. Speech Audio Process. Jort F. Gemmeke, Tuomas Virtanen, Antti Hurmalainen
2011	A	`conf`	Mapping Sparse Representation to State Likelihoods in Noise-Robust Automatic Speech Recognition. INTERSPEECH Katariina Mahkonen, Antti Hurmalainen, Tuomas Virtanen, Jort F. Gemmeke
2011	—	`conf`	Multichannel audio upmixing based on non-negative tensor factorization representation. WASPAA Joonas Nikunen, Tuomas Virtanen, Miikka Vilermo
2011	J	`jnl`	Musical Instrument Sound Multi-Excitation Model for Non-Negative Spectrogram Factorization. IEEE J. Sel. Top. Signal Process. Julio J. Carabias-Orti, Tuomas Virtanen, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, Francisco J. Cañadas-Quesada
2011	Misc	`conf`	Non-negative matrix deconvolution in noise robust speech recognition. ICASSP Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen
2011	A	`conf`	Phoneme-Dependent NMF for Speech Enhancement in Monaural Mixtures. INTERSPEECH Bhiksha Raj, Rita Singh, Tuomas Virtanen
2011	—	`conf`	Toward a practical implementation of exemplar-based noise robust ASR. EUSIPCO Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Yang Sun
2011	A	`conf`	Uncertainty Measures for Improving Exemplar-Based Source Separation. INTERSPEECH Heikki Kallasjoki, Ulpu Remes, Jort F. Gemmeke, Tuomas Virtanen, Kalle J. Palomäki
2010	—	`conf`	Acoustic event detection in real life recordings. EUSIPCO Annamaria Mesaros, Toni Heittola, Antti J. Eronen, Tuomas Virtanen
2010	A	`conf`	Artificial and online acquired noise dictionaries for noise robust ASR. INTERSPEECH Jort F. Gemmeke, Tuomas Virtanen
2010	J	`jnl`	Audio Query by Example Using Similarity Measures between Probability Density Functions of Features. EURASIP J. Audio Speech Music. Process. Marko Leonard Helén, Tuomas Virtanen
2010	—	`conf`	Audio context recognition using audio event histograms. EUSIPCO Toni Heittola, Annamaria Mesaros, Antti J. Eronen, Tuomas Virtanen
2010	J	`jnl`	Automatic Recognition of Lyrics in Singing. EURASIP J. Audio Speech Music. Process. Annamaria Mesaros, Tuomas Virtanen
2010	—	`conf`	Comparison of noise robust methods in large vocabulary speech recognition. EUSIPCO Sami Keronen, Ulpu Remes, Kalle J. Palomäki, Tuomas Virtanen, Mikko Kurimo
2010	Misc	`conf`	Noise robust exemplar-based connected digit recognition. ICASSP Jort F. Gemmeke, Tuomas Virtanen
2010	Misc	`conf`	Noise-to-mask ratio minimization by weighted non-negative matrix factorization. ICASSP Joonas Nikunen, Tuomas Virtanen
2010	A	`conf`	Non-negative matrix factorization based compensation of music for automatic speech recognition. INTERSPEECH Bhiksha Raj, Tuomas Virtanen, Sourish Chaudhuri, Rita Singh
2010	Misc	`conf`	Recognition of phonemes and words in singing. ICASSP Annamaria Mesaros, Tuomas Virtanen
2010	J	`jnl`	Representing Musical Sounds With an Interpolating State Model. IEEE Trans. Speech Audio Process. Anssi Klapuri, Tuomas Virtanen
2010	Misc	`conf`	Sound source separation in monaural music signals using excitation-filter model and em algorithm. ICASSP Anssi Klapuri, Tuomas Virtanen, Toni Heittola
2010	A	`conf`	State-based labelling for a sparse representation of speech and its application to robust speech recognition. INTERSPEECH Tuomas Virtanen, Jort F. Gemmeke, Antti Hurmalainen
2010	J	`jnl`	Voice Conversion Using Partial Least Squares Regression. IEEE Trans. Speech Audio Process. Elina Helander, Tuomas Virtanen, Jani Nurminen, Moncef Gabbouj
2009	—	`conf`	Adaptation of a speech recognizer for singing voice. EUSIPCO Annamaria Mesaros, Tuomas Virtanen
2009	Misc	`conf`	Interpolating hidden Markov model and its application to automatic instrument recognition. ICASSP Tuomas Virtanen, Toni Heittola
2009	—	`conf`	Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation. ICA Tuomas Virtanen, Ali Taylan Cemgil
2009	—	`conf`	Musical Instrument Recognition in Polyphonic Audio Using Source-Filter Model for Sound Separation. ISMIR Toni Heittola, Anssi Klapuri, Tuomas Virtanen
2009	—	`conf`	Non-stationary noise model compensation in voice activity detection. EUSIPCO Mikko Myllymäki, Tuomas Virtanen
2009	—	`conf`	Spectral covariance in prior distributions of non-negative matrix factorization based speech separation. EUSIPCO Tuomas Virtanen
2008	A	`conf`	Accompaniment separation and karaoke application based on automatic melody transcription. ICME Matti Ryynänen, Tuomas Virtanen, Jouni Paulus, Anssi Klapuri
2008	Misc	`conf`	Bayesian extensions to non-negative matrix factorisation for audio signal modelling. ICASSP Tuomas Virtanen, Ali Taylan Cemgil, Simon J. Godsill
2008	—	`conf`	Combining pitch-based inference and non-negative spectrogram factorization in separating vocals from polyphonic music. SAPA@INTERSPEECH Tuomas Virtanen, Annamaria Mesaros, Matti Ryynänen
2008	—	`conf`	Voice activity detection in the presence of breathing noise using neural network and hidden Markov model. EUSIPCO Mikko Myllymäki, Tuomas Virtanen
2007	J	`jnl`	Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria. IEEE Trans. Speech Audio Process. Tuomas Virtanen
2007	—	`conf`	Query by Example of Audio Signals using Euclidean Distance Between Gaussian Mixture Models. ICASSP (1) Marko Leonard Helén, Tuomas Virtanen
2007	—	`conf`	Singer Identification in Polyphonic Music Using Vocal Separation and Pattern Recognition Methods. ISMIR Annamaria Mesaros, Tuomas Virtanen, Anssi Klapuri
2006	A	`conf`	Speech recognition using factorial hidden Markov models for separation in the feature space. INTERSPEECH Tuomas Virtanen
2005	—	`conf`	Drum transcription with non-negative spectrogram factorisation. EUSIPCO Jouni Paulus, Tuomas Virtanen
2005	—	`conf`	Modeling musical sounds with an interpolating state model. EUSIPCO Anssi Klapuri, Tuomas Virtanen, Marko Leonard Helén
2005	—	`conf`	Separation of drums from polyphonic music using non-negative matrix factorization and support vector machine. EUSIPCO Marko Leonard Helén, Tuomas Virtanen
2004	—	`conf`	Separation of sound sources by convolutive sparse coding. SAPA@INTERSPEECH Tuomas Virtanen
2003	—	`conf`	Sound Source Separation Using Sparse Coding with Temporal Continuity Objective. ICMC Tuomas Virtanen
2002	Misc	`conf`	Separation of harmonic sounds using linear models for the overtone series. ICASSP Tuomas Virtanen, Anssi Klapuri
2000	J	`jnl`	Detection of artifacts in monitored trends in intensive care. Comput. Methods Programs Biomed. Stephan M. Jakob, Ilkka Korhonen, Esko Ruokonen, Tuomas Virtanen, Alex Kogan, Jukka Takala
2000	—	`conf`	Recognition of acoustic noise mixtures by combined bottom-up and top-down processing. EUSIPCO Jukka Sillanpaa, Anssi Klapuri, Jarno Seppänen, Tuomas Virtanen
2000	Misc	`conf`	Separation of harmonic sound sources using sinusoidal modeling. ICASSP Tuomas Virtanen, Anssi Klapuri