Autosegmental Neural Nets: Should Phones and Tones be Synchronous or Asynchronous?
Jialu Li,
Mark Hasegawa-Johnson
Abstract:Phones, the segmental units of the International Phonetic Alphabet (IPA), are used for lexical distinctions in most human languages; Tones, the suprasegmental units of the IPA, are used in perhaps 70%. Many previous studies have explored cross-lingual adaptation of automatic speech recognition (ASR) phone models, but few have explored the multilingual and cross-lingual transfer of synchronization between phones and tones. In this paper, we test four Connectionist Temporal Classification (CTC)-based acoustic mo… Show more
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