Tuomas Virtanen

Full Professor, Tampere University

Joined

June 2023

Names

Tuomas Virtanen (Preferred)

Emails

****@tut.fi (Confirmed)

****@tuni.fi (Confirmed)

Personal Links

Homepage

Career & Education History

Full Professor

Tampere University (tuni.fi)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

audio signal processing

machine learning for audio

acoustic pattern classification

Present

Publications

The Accuracy Cost of Weakness: A Theoretical Analysis of Fixed-Segment Weak Labeling for Events in Time
John Martinsson, Tuomas Virtanen, Maria Sandsten, Olof Mogren
- Accepted by TMLR
- Readers: Everyone
AVCAPS: AN AUDIO-VISUAL DATASET WITH MODALITY-SPECIFIC CAPTIONS
Parthasaarathy Sudarsanam, Irene Martín-Morató, Aapo Hakala, Tuomas Virtanen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events
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
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Spectrogram Inversion for Audio Source Separation via Consistency, Mixing, and Magnitude Constraints
Paul Magron, Tuomas Virtanen
- Published: 01 Jan 2023, Last Modified: 12 Jun 2023
- CoRR 2023
- Readers: Everyone
Multi-Channel Masking with Learnable Filterbank for Sound Source Separation
Wang Dai, Archontis Politis, Tuomas Virtanen
- Published: 01 Jan 2023, Last Modified: 12 Jun 2023
- CoRR 2023
- Readers: Everyone
Adversarial Representation Learning for Robust Privacy Preservation in Audio
Shayan Gharib, Minh Tran, Diep Luong, Konstantinos Drossos, Tuomas Virtanen
- Published: 01 Jan 2023, Last Modified: 12 Jun 2023
- CoRR 2023
- Readers: Everyone
Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes
Wei Xie, Yanxiong Li, Qianhua He, Wenchang Cao, Tuomas Virtanen
- Published: 01 Jan 2023, Last Modified: 12 Jun 2023
- CoRR 2023
- Readers: Everyone
Attention-Based Methods For Audio Question Answering
Parthasaarathy Sudarsanam, Tuomas Virtanen
- Published: 01 Jan 2023, Last Modified: 12 Jun 2023
- CoRR 2023
- Readers: Everyone
STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events
Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen
- 2022 (modified: 03 Oct 2022)
- CoRR 2022
- Readers: Everyone
STARSS22: A Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events
Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen
- 2022 (modified: 22 Jan 2023)
- DCASE 2022
- Readers: Everyone

View all 284 publications

Co-Authors

View all 233 co-authors