5 papers
The Cooperative Network Architecture: Learning Structured Networks as Representation of Sensory Patterns
Pascal J. Sager, Jan M. Deriu, Benjamin F. Grewe +2
We introduce the Cooperative Network Architecture (CNA), a model that represents sensory signals using structured, recurrently connected networks of neurons, termed "nets." Nets ar…
ViClaim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos
Patrick Giedemann, Pius von Däniken, Jan Deriu +3
The growing influence of video content as a medium for communication and misinformation underscores the urgent need for effective tools to analyze claims in multilingual and multi-…
SwissGPC v1.0 -- The Swiss German Podcasts Corpus
Samuel Stucki, Mark Cieliebak, Jan Deriu
We present SwissGPC v1.0, the first mid-to-large-scale corpus of spontaneous Swiss German speech, developed to support research in ASR, TTS, dialect identification, and related fie…
Voice Adaptation for Swiss German
Samuel Stucki, Jan Deriu, Mark Cieliebak
This work investigates the performance of Voice Adaptation models for Swiss German dialects, i.e., translating Standard German text to Swiss German dialect speech. For this, we pre…
A Measure of the System Dependence of Automated Metrics
Pius von Däniken, Jan Deriu, Mark Cieliebak
Automated metrics for Machine Translation have made significant progress, with the goal of replacing expensive and time-consuming human evaluations. These metrics are typically ass…