Joonas Nikunen

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 13

Top Topics

Spatial Features

Negative Matrix Factorization

Recurrent Neural Networks

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Sharath Adavanne, Archontis Politis, Joonas Nikunen, Tuomas Virtanen
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks. IEEE J. Sel. Top. Signal Process. 13 (1) (2019)
Julio J. Carabias-Orti, Pablo Cabañas Molero, Pedro Vera-Candeas, Joonas Nikunen
Multi-Source Localization Using a DOA Kernel Based Spatial Covariance Model and Complex Nonnegative Matrix Factorization. SAM (2018)
Joonas Nikunen, Tuomas Virtanen
Estimation of Time-Varying Room Impulse Responses of Multiple Sound Sources from Observed Mixture and Isolated Source Signals. ICASSP (2018)
Gaurav Naithani, Joonas Nikunen, Lars Bramsløw, Tuomas Virtanen
Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications. CoRR (2018)
Joonas Nikunen, Aleksandr Diment, Tuomas Virtanen
Separation of Moving Sound Sources Using Multichannel NMF and Acoustic Tracking. IEEE ACM Trans. Audio Speech Lang. Process. 26 (2) (2018)
Joonas Nikunen, Archontis Politis
Multichannel NMF for Source Separation with Ambisonic Signals. IWAENC (2018)
Julio J. Carabias-Orti, Joonas Nikunen, Tuomas Virtanen, Pedro Vera-Candeas
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. 26 (9) (2018)
Sharath Adavanne, Archontis Politis, Joonas Nikunen, Tuomas Virtanen
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks. CoRR (2018)
Gaurav Naithani, Joonas Nikunen, Lars Bramslow, Tuomas Virtanen
Deep Neural Network Based Speech Separation Optimizing an Objective Estimator of Intelligibility for Low Latency Applications. IWAENC (2018)
Joonas Nikunen, Aleksandr Diment, Tuomas Virtanen
Separation of Moving Sound Sources Using Multichannel NMF and Acoustic Tracking. CoRR (2017)
Joonas Nikunen, Tuomas Virtanen
Time-difference of arrival model for spherical microphone arrays and application to direction of arrival estimation. EUSIPCO (2017)
Joonas Nikunen, Aleksandr Diment, Tuomas Virtanen, Miikka Vilermo
Binaural rendering of microphone array captures based on source separation. Speech Commun. 76 (2016)
Pasi Pertilä, Joonas Nikunen
Distant speech separation using predicted time-frequency masks from spatial features. Speech Commun. 68 (2015)
Joonas Nikunen, Tuomas Virtanen
Multichannel audio separation by direction of arrival based spatial covariance model and non-negative matrix factorization. ICASSP (2014)
Joonas Nikunen, Tuomas Virtanen
Direction of Arrival Based Spatial Covariance Model for Blind Sound Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 22 (3) (2014)
Pasi Pertilä, Joonas Nikunen
Microphone array post-filtering using supervised machine learning for speech enhancement. INTERSPEECH (2014)
Joonas Nikunen, Tuomas Virtanen, Pasi Pertilä, Miikka Vilermo
Permutation alignment of frequency-domain ICA by the maximization of intra-source envelope correlations. EUSIPCO (2012)
Joonas Nikunen, Tuomas Virtanen, Miikka Vilermo
Multichannel audio upmixing based on non-negative tensor factorization representation. WASPAA (2011)
Joonas Nikunen, Tuomas Virtanen
Noise-to-mask ratio minimization by weighted non-negative matrix factorization. ICASSP (2010)