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12.07.2021 · Direct speech-to-speech translation with discrete units. 07/12/2021 ∙ by Ann Lee, et al. ∙ 0 ∙ share . We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language …

We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language without ...

We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language without relying on intermediate text generation. Previous work addresses the problem by training an attention-based sequence-to-sequence model that maps source speech spectrograms into target spectrograms.

Abstract: We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another ...

12.07.2021 · Direct speech-to-speech translation with discrete units. We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language without relying on intermediate text generation. Previous work addresses the problem by training an attention-based sequence-to-sequence model that maps ...

``Direct speech-to-speech translation with discrete units. (arXiv:2107.05604v1 [http://cs.CL ]),'' Ann Lee, Peng-Jen Chen, Changhan Wang, ...

Request PDF | Direct speech-to-speech translation with discrete units | We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another ...

Experiments on the Fisher Spanish-English dataset show that predicting discrete units and joint speech and text training improve model performance by 11 BLEU ...

In this work, we propose to train a transformer-based speech-to-discrete unit model for direct S2ST based on the idea of Translatotron [1] .

Request PDF | Direct speech-to-speech translation with discrete units | We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to …

01.07.2021 · We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language without relying on intermediate text generation. Previous work addresses the problem by training an attention-based sequence-to-sequence model that maps source speech spectrograms into target spectrograms. To tackle …

Direct speech-to-speech translation with discrete units. 2021-07-12 17:40:43; Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Xutai Ma, Adam Polyak, ...

Jul 12, 2021 · Abstract: We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language without relying on intermediate text generation. Previous work addresses the problem by training an attention-based sequence-to-sequence model that maps source speech spectrograms into target spectrograms.

that UWSpeech outperforms direct translation and VQ-VAE ... ten target speech into discrete tokens, 2) a translator that translates source-language speech ...

This work presents a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language ...

Jul 12, 2021 · Direct speech-to-speech translation with discrete units. We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language without relying on intermediate text generation. Previous work addresses the problem by training an attention-based sequence-to-sequence model that maps source speech spectrograms into target spectrograms.

This work presents a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language without relying on intermediate text generation and designs a multitask learning framework with joint speech and text training that enables the model to generate dual mode output simultaneously in the same inference pass.

Direct speech-to-speech translation with discrete units. Published: 2021-07-12. Authors: Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Xutai Ma, ...

Direct speech-to-speech translation with discrete units. Abstract. We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language without relying on intermediate text generation. Previous work [ 9] addresses the problem by training an attention-based sequence-to-sequence model that maps source speech spectrograms into target spectrograms.

12.07.2021 · We present a direct speech-to-speech translation (S2ST) model that translates speech from one language to speech in another language without relying on intermediate text generation. Previous work addresses the problem by training an attention-based sequence-to-sequence model that maps source speech spectrograms into target spectrograms. To tackle …

In this work, we propose to train a transformer-based speech-to-discrete unit model for direct S2ST based on the idea of Translatotron [9] . We design a new ...