Content is What Remains: Invariant Speech Tokenization from Parallel Utterances

Laurin Wagner, Bernhard Thallinger, Miroslav Stankovic +1

Discrete speech tokenizers aim to disentangle semantic from acoustic information, yet targets from self-supervised learning (SSL) models like HuBERT retain non-linguistic variation…