Publications

Publications

Philosophy of AI

Mechanistic Indicators of Understanding in Large Language Models

Pierre Beckmann, Matthieu Queloz

arXiv, Philosophy of AI • 2025

New Horizons in Machine Understanding: Explanatory and Objectual Understanding in Deep Learning Video Generation Models

Pierre Beckmann

Synthese • 2025

An alternative to cognitivism: computational phenomenology and deep learning

Pierre Beckmann, Guillaume Köstner, Ines Hipolito

Minds and Machines • 2023

Deep learning for speech (2019-2023)

Previous research in deep learning for speech - no longer active in this field

Deep speech inpainting of time-frequency masks

Pierre Beckmann*, Mikolaj Kegler*, Milos Cernak

Interspeech • 2020

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

Pierre Beckmann*, Mikolaj Kegler*, Milos Cernak

EUSIPCO • 2021

SERAB: A multi-lingual benchmark for speech emotion recognition

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

ICASSP • 2021

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

Interspeech • 2022

Byol-s: Learning self-supervised speech representations by bootstrapping

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

PMLR • 2023