Polyphonic Note Transcription of Time-Domain Audio Signal with Deep WaveNet Architecture. - Lukas S. Martak; Márius Sajgalík; Wanda Benesova (IWSSIP, 2018)

Explainable 3D convolutional neural network using GMM encoding. - Martin Stano; Wanda Benesova; Lukas S. Martak (ICMV, 2019)

Explaining Predictions of Deep Neural Classifier via Activation Analysis. - Martin Stano; Wanda Benesova; Lukas Samuel Martak (CoRR, 2020)

Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries. - Lukás Samuel Marták; Rainer Kelz; Gerhard Widmer (EUSIPCO, 2021)

Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation. - Lukás Samuel Marták; Rainer Kelz; Gerhard Widmer (CoRR, 2022)

Towards Musically Informed Evaluation of Piano Transcription Models. - Patricia Hu; Lukás Samuel Marták; Carlos Eduardo Cancino Chacón; Gerhard Widmer (ISMIR, 2024)

Quantifying the Corpus Bias Problem in Automatic Music Transcription Systems. - Lukás Samuel Marták; Patricia Hu; Gerhard Widmer (CoRR, 2024)

Towards Musically Informed Evaluation of Piano Transcription Models. - Patricia Hu; Lukás Samuel Marták; Carlos Eduardo Cancino Chacón; Gerhard Widmer (Zenodo, 2024)

Towards Musically Informed Evaluation of Piano Transcription Models. - Patricia Hu; Lukás Samuel Marták; Carlos Eduardo Cancino Chacón; Gerhard Widmer (Zenodo, 2024)