Mikolaj Kegler

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Speech Enhancement

Noisy Environments

Endpoint Detection

Supervised Learning

Top Venues

Publications

Shrishail Baligar, Mikolaj Kegler, Bryce Irvin, Marko Stamenovic, Shawn D. Newsam
CATSE: A Context-Aware Framework for Causal Target Sound Extraction. CoRR (2024)
Rayan Daod Nathoo, Mikolaj Kegler, Marko Stamenovic
Two-Step Knowledge Distillation for Tiny Speech Enhancement. ICASSP (2024)
Bryce Irvin, Marko Stamenovic, Mikolaj Kegler, Li-Chia Yang
Self-Supervised Learning for Speech Enhancement Through Synthesis. ICASSP (2023)
Rayan Daod Nathoo, Mikolaj Kegler, Marko Stamenovic
Two-Step Knowledge Distillation for Tiny Speech Enhancement. CoRR (2023)
Gasser Elbanna, Alice Biryukov, Neil Scheidwasser-Clow, Lara Orlandic, Pablo Mainar, Mikolaj Kegler, Pierre Beckmann, Milos Cernak
Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load. INTERSPEECH (2022)
Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Milos Cernak
SERAB: A Multi-Lingual Benchmark for Speech Emotion Recognition. ICASSP (2022)
Bryce Irvin, Marko Stamenovic, Mikolaj Kegler, Li-Chia Yang
Self-Supervised Learning for Speech Enhancement through Synthesis. CoRR (2022)
Manuel Cherep, Mikolaj Kegler, Jean-Philippe Thiran, Pablo Mainar
Mental Flow Estimation Through Wearable EEG. EMBC (2022)
Gasser Elbanna, Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Karl El Hajal, Milos Cernak
BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping. CoRR (2022)
Gasser Elbanna, Alice Biryukov, Neil Scheidwasser-Clow, Lara Orlandic, Pablo Mainar, Mikolaj Kegler, Pierre Beckmann, Milos Cernak
Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load. CoRR (2022)
Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Milos Cernak
SERAB: A multi-lingual benchmark for speech emotion recognition. CoRR (2021)
Pierre Beckmann, Mikolaj Kegler, Milos Cernak
Word-Level Embeddings for Cross-Task Transfer Learning in Speech Processing. EUSIPCO (2021)
Gasser Elbanna, Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Karl El Hajal, Milos Cernak
BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping. HEAR@NeurIPS (2021)
Mikolaj Kegler, Tobias Reichenbach
Modelling the effects of transcranial alternating current stimulation on the neural encoding of speech in noise. NeuroImage 224 (2021)
Mahmoud Keshavarzi, Mikolaj Kegler, Shabnam N. Kadir, Tobias Reichenbach
Transcranial alternating current stimulation in the theta band but not in the delta band modulates the comprehension of naturalistic speech in noise. NeuroImage 210 (2020)
Mikolaj Kegler, Pierre Beckmann, Milos Cernak
Deep Speech Inpainting of Time-Frequency Masks. INTERSPEECH (2020)
Octave Etard, Mikolaj Kegler, Chananel Braiman, Antonio Elia Forte, Tobias Reichenbach
Decoding of selective attention to continuous speech from the human auditory brainstem response. NeuroImage 200 (2019)
Mikolaj Kegler, Pierre Beckmann, Milos Cernak
Deep speech inpainting of time-frequency masks. CoRR (2019)
Pierre Beckmann, Mikolaj Kegler, Hugues Saltini, Milos Cernak
Speech-VGG: A deep feature extractor for speech processing. CoRR (2019)