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Lukas S. Martak

Lukas Samuel Martak – Lukás Samuel Marták

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2020 – today

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2024
[i5]
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  - journals/corr/abs-2406-08454
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Patricia Hu, Lukás Samuel Marták, Carlos Cancino Chacón, Gerhard Widmer:
Towards Musically Informed Evaluation of Piano Transcription Models. CoRR abs/2406.08454 (2024)
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  - journals/corr/abs-2408-04737
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Lukás Samuel Marták, Patricia Hu, Gerhard Widmer:
Quantifying the Corpus Bias Problem in Automatic Music Transcription Systems. CoRR abs/2408.04737 (2024)
2022
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  - journals/corr/abs-2211-15439
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Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer:
Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries. CoRR abs/2211.15439 (2022)
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  - journals/corr/abs-2211-15524
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Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer:
Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation. CoRR abs/2211.15524 (2022)
2021
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  - conf/eusipco/MartakKW21
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Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer:
Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries. EUSIPCO 2021: 441-445
2020
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  - journals/corr/abs-2012-02248
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Martin Stano, Wanda Benesova, Lukas Samuel Martak:
Explaining Predictions of Deep Neural Classifier via Activation Analysis. CoRR abs/2012.02248 (2020)

2010 – 2019

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2019
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Martin Stano, Wanda Benesova, Lukas S. Martak:
Explainable 3D convolutional neural network using GMM encoding. ICMV 2019: 114331U
2018
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Lukas S. Martak, Márius Sajgalík, Wanda Benesova:
Polyphonic Note Transcription of Time-Domain Audio Signal with Deep WaveNet Architecture. IWSSIP 2018: 1-5

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