SpeechTaxi: On Multilingual Semantic Speech Classification

L Keller, G Glavaš - arxiv preprint arxiv:2409.06372, 2024 - arxiv.org
Recent advancements in multilingual speech encoding as well as transcription raise the
question of the most effective approach to semantic speech classification. Concretely, can …

Improving Multilingual ASR in the Wild Using Simple N-best Re-ranking

B Yan, V Pratap, S Watanabe, M Auli - arxiv preprint arxiv:2409.18428, 2024 - arxiv.org
Multilingual Automatic Speech Recognition (ASR) models are typically evaluated in a setting
where the ground-truth language of the speech utterance is known, however, this is often not …

LAMA-UT: Language Agnostic Multilingual ASR through Orthography Unification and Language-Specific Transliteration

S Lee, WJCHG Kang - arxiv preprint arxiv:2412.15299, 2024 - arxiv.org
Building a universal multilingual automatic speech recognition (ASR) model that performs
equitably across languages has long been a challenge due to its inherent difficulties. To …