2 citations · 2 across the 8 of their papers we have counts for
3 papers · 1 filter
Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control
Alexander Blatt, Aravind Krishnan, Dietrich Klakow
Utilizing air-traffic control (ATC) data for downstream natural-language processing tasks requires preprocessing steps. Key steps are the transcription of the data via automatic sp…
On the Encoding of Gender in Transformer-based ASR Representations
Aravind Krishnan, Badr M. Abdullah, Dietrich Klakow
While existing literature relies on performance differences to uncover gender biases in ASR models, a deeper analysis is essential to understand how gender is encoded and utilized…
On the N-gram Approximation of Pre-trained Language Models
Aravind Krishnan, Jesujoba Alabi, Dietrich Klakow
Large pre-trained language models (PLMs) have shown remarkable performance across various natural language understanding (NLU) tasks, particularly in low-resource settings. Neverth…