30 citations · 36 across the 16 of their papers we have counts for
4 papers · 1 filter
Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes
Rogier C. van Dalen, Shucong Zhang, Titouan Parcollet +1
Speech recognisers usually perform optimally only in a specific environment and need to be adapted to work well in another. For adaptation to a new speaker, there is often too litt…
Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition
Yuan Tseng, Titouan Parcollet, Rogier van Dalen +2
Recent work suggests that large language models (LLMs) can improve performance of speech tasks compared to existing systems. To support their claims, results on LibriSpeech and Com…
Globally Normalising the Transducer for Streaming Speech Recognition
Rogier van Dalen
The Transducer (e.g. RNN-Transducer or Conformer-Transducer) generates an output label sequence as it traverses the input sequence. It is straightforward to use in streaming mode,…
Improving on-device speaker verification using federated learning with privacy
Filip Granqvist, Matt Seigel, Rogier van Dalen +3
Information on speaker characteristics can be useful as side information in improving speaker recognition accuracy. However, such information is often private. This paper investiga…