Improved Accented Speech Recognition. Using Accent Embeddings and Multi-task Learning. Abhinav Jain, Minali Upreti, Preethi Jyothi. Department of Computer ...

In this work, we explore how to use accent embeddings and multi-task learning to improve speech recognition for accented speech.

... In the research paper [12] , for their proposed technique, they created a multi-task framework in which they concurrently train an accent classifier. They ...

A multi-task architecture that jointly learns an accent classifier and a multi-accent acoustic model is proposed and augmenting the speech input with accent ...

Duration: 18:36
Posted: Jan 5, 2019

Jun 15, 2021 · In this paper we proposed an E2E-based multi-task learning ap- proach to joint speech and accent recognition. The benefit of the method is it ...

May 18, 2020 · In this paper, we explore how to use accent sentences information that accent embeddings and multi-task learning on the basis of the ...

Oct 27, 2023 · Improved accented speech recognition using accent · embeddings and multi-task learning. In Interspeech, pages 2454–2458. Zhang Jicheng, Peng ...

In this paper, we explore how to use accent sentences information that accent embeddings and multi-task learning on the basis of the bidirectional long short ...

Nov 13, 2023 · In this paper, we propose a novel Decoupling and Interacting Multi-task Network (DIMNet) for joint speech and accent recognition.