Lukas S. Martak

According to our database, Lukas S. Martak authored at least 11 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Sound and music biases in deep music transcription models: a systematic analysis.

Lukás Samuel Marták, Patricia Hu, Gerhard Widmer

EURASIP J. Audio Speech Music. Process., December, 2026

2025

The MDS Dataset.

Lukás Samuel Marták, Patricia Hu, Gerhard Widmer

Dataset, October, 2025

2024

Towards Musically Informed Evaluation of Piano Transcription Models.

Patricia Hu, Lukás Samuel Marták, Carlos Eduardo Cancino-Chacón, Gerhard Widmer

Dataset, June, 2024

Towards Musically Informed Evaluation of Piano Transcription Models.

Patricia Hu, Lukás Samuel Marták, Carlos Eduardo Cancino-Chacón, Gerhard Widmer

Dataset, June, 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

Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024

2022

Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation.

Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer

CoRR, 2022

2021

Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries.

Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Explaining Predictions of Deep Neural Classifier via Activation Analysis.

Martin Stano, Wanda Benesova, Lukas Samuel Martak

CoRR, 2020

2019

Explainable 3D convolutional neural network using GMM encoding.

Martin Stano, Wanda Benesova, Lukas S. Martak

Proceedings of the Twelfth International Conference on Machine Vision, 2019

2018

Polyphonic Note Transcription of Time-Domain Audio Signal with Deep WaveNet Architecture.

Lukas S. Martak, Márius Sajgalík, Wanda Benesova

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018