Генеративное моделирование устного языка

method ID: generativespokenlanguagemodeling

Related Papers

On Generative Spoken Language Modeling from Raw Audio

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractWe introduce Generative Spoken Language Modeling, the task of learning the acoustic and linguistic characteristics of a language from raw audio (no text, no labels), and a set of metrics …...

26826

Text-Free Prosody-Aware Generative Spoken Language Modeling

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractSpeech pre-training has primarily demonstrated efficacy on classification tasks, while its capability of generating novel speech, similar to how GPT-2 can generate coherent paragraphs, has barely been explored. Generative Spoken …...

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Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractGenerative Spoken Language Modeling research focuses on optimizing speech Language Models (LMs) using raw audio recordings without accessing any textual supervision. Such speech LMs usually operate over discrete units obtained …...

20559