Mikolaj Kegler

According to our database, Mikolaj Kegler authored at least 13 papers between 2019 and 2024.

Collaborative distances:

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

2024

CATSE: A Context-Aware Framework for Causal Target Sound Extraction.

Shrishail Baligar, Mikolaj Kegler, Bryce Irvin, Marko Stamenovic, Shawn D. Newsam

CoRR, 2024

2023

Two-Step Knowledge Distillation for Tiny Speech Enhancement.

Rayan Daod Nathoo, Mikolaj Kegler, Marko Stamenovic

CoRR, 2023

Self-Supervised Learning for Speech Enhancement Through Synthesis.

Bryce Irvin, Marko Stamenovic, Mikolaj Kegler, Li-Chia Yang

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load.

Gasser Elbanna, Alice Biryukov, Neil Scheidwasser-Clow, Lara Orlandic, Pablo Mainar, Mikolaj Kegler, Pierre Beckmann, Milos Cernak

Proceedings of the Interspeech 2022, 2022

SERAB: A Multi-Lingual Benchmark for Speech Emotion Recognition.

Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Milos Cernak

Proceedings of the IEEE International Conference on Acoustics, 2022

Mental Flow Estimation Through Wearable EEG.

Manuel Cherep, Mikolaj Kegler, Jean-Philippe Thiran, Pablo Mainar

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Modelling the effects of transcranial alternating current stimulation on the neural encoding of speech in noise.

Mikolaj Kegler, Tobias Reichenbach

NeuroImage, 2021

BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping.

Gasser Elbanna, Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Karl El Hajal, Milos Cernak

Proceedings of the HEAR: Holistic Evaluation of Audio Representations, 2021

Word-Level Embeddings for Cross-Task Transfer Learning in Speech Processing.

Pierre Beckmann, Mikolaj Kegler, Milos Cernak

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Transcranial alternating current stimulation in the theta band but not in the delta band modulates the comprehension of naturalistic speech in noise.

Mahmoud Keshavarzi, Mikolaj Kegler, Shabnam N. Kadir, Tobias Reichenbach

NeuroImage, 2020

Deep Speech Inpainting of Time-Frequency Masks.

Mikolaj Kegler, Pierre Beckmann, Milos Cernak

Proceedings of the Interspeech 2020, 2020

2019

Decoding of selective attention to continuous speech from the human auditory brainstem response.

Octave Etard, Mikolaj Kegler, Chananel Braiman, Antonio Elia Forte, Tobias Reichenbach

NeuroImage, 2019

Speech-VGG: A deep feature extractor for speech processing.

Pierre Beckmann, Mikolaj Kegler, Hugues Saltini, Milos Cernak

CoRR, 2019