Tuomas Virtanen

Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria

Tuomas Virtanen · IEEE Transactions on Audio Speech and Language Processing · 2007 · 1K citations

Natural Sciences, Musicology, Acoustics +12

Deep Learning for Audio Signal Processing

H.‐G. Purwins, Bo Li, Tuomas Virtanen et al. · IEEE Journal of Selected Topics in Signal Processing · 2019 · 833 citations · Full text

Computing, Data Science, Acoustics +16

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

Giambattista Parascandolo, Toni Heittola, Heikki Huttunen et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2017 · 591 citations · Full text

Computing, Computer Science, Acoustics +14

Metrics for Polyphonic Sound Event Detection

Annamaria Mesaros, Toni Heittola, Tuomas Virtanen · Applied Sciences · 2016 · 572 citations · Full text

Natural Sciences, Audiology, Acoustics +11

TUT database for acoustic scene classification and sound event detection

Annamaria Mesaros, Toni Heittola, Tuomas Virtanen · 2016 · 525 citations · Full text

Natural Sciences, Environmental Sciences, Acoustics +16