Tuomas Virtanen research homepage

I am professor at Tampere University, Signal Processing Research Centre, where I am leading the Audio Research Group.

Research interests

• Audio signal processing:
  • content analysis of audio, machine listening, sound source separation
• Computational analysis of everyday soundscapes
  • Sound event detection, acoustic scene classification
  • Active learning, zero-shot learning
  • Localization and tracking of sound events
  • Audio captioning
• Speech processing:
  • noise-robust automatic speech recognition, speech separation,
  • speech enhancement, speaker recognition
• Acoustic pattern recognition: speech, music and environmental sounds
• Machine learning, statistical modeling, pattern recognition, mathematical optimization

Publications

Audio demonstrations

Audio processing software

DCASE: Challenge on Detection and Classification of Acoustic Scenes and Events