6th Users' Conference of IT4Innovations

Session

Keynote III

4 Nov 2022, 09:00

atrium (IT4Innovations)

121. Using large-scale pre-trained models for building speech applications

Dr Oldrich Plchot (Brno University of Technology)

04/11/2022, 09:00

Users' talks

Keynote

Recently, self-supervised Transformer-based models have become an integral part of state-of-the-art speech modeling and are being integrated into many speech applications such as Automatic Speech Recognition (ASR), Speaker Verification (SV), Language Identification (LID), emotion detection, etc. These models are trained on datasets comprising tens or even hundreds of thousands of speech and...