24 members
Sharath Adavanne
Sharath Adavanne
Researcher
  • Computational Auditory Scene Analysis
Istiaq Ahsan
Istiaq Ahsan
Research Assistant
  • Rate sound event detection using Deep Neural Networks
Emre Cakir
Emre Cakir
Researcher
  • Sound Event Detection
  • Acoustic Scene Classification
  • Musical Instrument Generation
  • Deep Learning for Real-life Environmental audio
Aleksandr Diment
Aleksandr Diment
Researcher
  • Machine listening
  • Environmental audio
  • Transfer learning
Konstantinos Drossos
Konstantinos Drossos
Postdoctoral researcher
  • Audio captioning (not to be confused with subtitling)
  • Sound source separation with DNNs
  • Domain adaptation for sound event detection
  • Deep neural network based audio processing
Ville-Veikko Eklund
Ville-Veikko Eklund
Research Assistant
Eemi Fagerlund
Eemi Fagerlund
Research Assistant
  • Data collection
  • Spatial audio
Shayan Gharib
Shayan Gharib
Research Assistant
  • Domain adaptation
  • Sound event detection
  • Acoustic scene classification
Aapo Hakala
Aapo Hakala
Research Assistant
  • Data collection
  • Spatial audio
Toni Heittola
Toni Heittola
Researcher
  • Computational auditory scene analysis
  • Sound event detection
  • Acoustic scene classification
  • Sound classification
Guangpu Huang
Guangpu Huang
Researcher
  • Speech recognition
  • Language modelling
  • Environmental sound event detection
Aino Koskimies
Aino Koskimies
Research Assistant
Samuel Lipping
Samuel Lipping
Research Assistant
Paul Magron
Paul Magron
Postdoctoral researcher
  • Audio / music source separation
  • Nonnegative Matrix factorization (NMF) and Complex NMF
  • Phase recovery and phase-aware signal processing
  • Statistical audio modeling
Annamaria Mesaros
Annamaria Mesaros
Postdoctoral researcher
  • Computational Auditory Scene Analysis
  • Sound event detection in multisource environments
  • Semantic information in sound event labels, annotation procedures
  • Singer identification
  • Lyrics recognition, automatic singing-to-lyrics alignment
Gaurav Naithani
Gaurav Naithani
Researcher
  • Deep learning based audio source separation
  • Audio content analysis
Joonas Nikunen
Joonas Nikunen
Postdoctoral researcher
  • Spatial audio, 3D audio and VR/AR audio
  • Modified reproduction of 3D audio and binaural reconstruction
  • Sound source separation (machine learning/deep learning)
  • Source direction of arrival analysis, localization and tracking
  • Object-based spatial audio representations
Mikko Parviainen
Mikko Parviainen
Postdoctoral researcher
  • Microphone arrays
  • Sound source localization and self-localization
  • Speech enhancement
  • Binaural audio
Pasi Pertilä
Pasi Pertilä
Senior Researcher
  • Speech enhancement using deep learning
  • Microphone array processing
    • Self-localization of devices
    • Speaker localization and tracking
Aki Tinakari
Aki Tinakari
Research Assistant
  • Spatial audio
  • Microphone array beamforming
  • Sound source localization
Tuomo Tuunanen
Tuomo Tuunanen
Research Assistant
  • Real-time Sound Event Detection
  • Real-time Speech Enhancement
  • Python audio framework development for realtime purposes
  • Audio database collection
Tuomas Virtanen
Tuomas Virtanen
Professor
  • Audio content analysis
  • Sound source separation
  • Acoustic pattern classification
  • Sound event detection
  • Machine listening
  • Spectrogram factorization
Shanshan Wang
Shanshan Wang
Research Assistant
  • Sound source separation based on deep clustering
Shuyang Zhao
Shuyang Zhao
Researcher
  • Interactive learning