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cs.CL2023
Bigger is not Always Better: The Effect of Context Size on Speech Pre-Training
Sean Robertson, Ewan Dunbar
It has been generally assumed in the automatic speech recognition (ASR) literature that it is better for models to have access to wider context windows. Yet, many of the potential…
eess.AS2023
Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages
Kuan-Po Huang, Chih-Kai Yang, Yu-Kuan Fu +2
We introduce a new zero resource code-switched speech benchmark designed to directly assess the code-switching capabilities of self-supervised speech encoders. We showcase a baseli…