I am an Academy Research Fellow and an adjunct professor at the Department of Signal Processing, Multimedia Research Group, Tampere University of Technology , where I am steering the Audio Research Team.
Research interests
- Audio signal processing:
- content analysis of audio, machine listening
- sound source separation, object-based audio coding
- non-negative spectrogram decompositions, sinusoidal modeling
- Speech processing:
- noise-robust automatic speech recognition, speech separation,
- speech enhancement, speaker recognition, voice activity detection
- Music signal processing:
- music content analysis
- source separation of music signals, automatic transcription of music
- musical instrument recognition, singing analysis
- Acoustic pattern recognition: speech, music and environmental sounds
- Machine learning, statistical modeling, pattern recognition, mathematical optimization
Publications
Teaching
- Academic year 2011-2012: Speech recognition
- Previous teaching: Digitaalinen audio
- Supervision of several PhD and MSc students
