Andros Tjandra | DeepAI

AI Chat

Featured Co-authors

Yu Zhang
406 publications
Haizhou Li
150 publications
Gabriel Synnaeve
73 publications
Michael Auli
68 publications
Satoshi Nakamura
66 publications
Wei-Ning Hsu
59 publications
David Zhang
58 publications
Yossi Adi
58 publications
Qing He
52 publications
Yun Wang
45 publications
Anurag Kumar
45 publications

∙ 05/22/2023

Scaling Speech Technology to 1,000+ Languages

Expanding the language coverage of speech technology has the potential t...

0 Vineel Pratap, et al. ∙

∙ 01/08/2023

SpeeChain: A Speech Toolkit for Large-Scale Machine Speech Chain

This paper introduces SpeeChain, an open-source Pytorch-based toolkit de...

0 Heli Qi, et al. ∙

∙ 11/23/2022

Voice-preserving Zero-shot Multiple Accent Conversion

Most people who have tried to learn a foreign language would have experi...

0 Mumin Jin, et al. ∙

∙ 11/10/2022

Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities

End-to-end multilingual ASR has become more appealing because of several...

0 Andros Tjandra, et al. ∙

∙ 09/13/2022

Learning ASR pathways: A sparse multilingual ASR model

Neural network pruning can be effectively applied to compress automatic ...

8 Mu Yang, et al. ∙

∙ 11/17/2021

XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

This paper presents XLS-R, a large-scale model for cross-lingual speech ...

0 Arun Babu, et al. ∙

∙ 10/14/2021

Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks

Representation learning from unlabeled data has been of major interest i...

0 Sangeeta Srivastava, et al. ∙

∙ 07/08/2021

Improved Language Identification Through Cross-Lingual Self-Supervised Learning

Language identification greatly impacts the success of downstream tasks ...

0 Andros Tjandra, et al. ∙

∙ 11/04/2020

Cross-Lingual Machine Speech Chain for Javanese, Sundanese, Balinese, and Bataks Speech Recognition and Synthesis

Even though over seven hundred ethnic languages are spoken in Indonesia,...

0 Sashi Novitasari, et al. ∙

∙ 11/04/2020

Sequence-to-Sequence Learning via Attention Transfer for Incremental Speech Recognition

Attention-based sequence-to-sequence automatic speech recognition (ASR) ...

0 Sashi Novitasari, et al. ∙

∙ 11/04/2020

Incremental Machine Speech Chain Towards Enabling Listening while Speaking in Real-time

Inspired by a human speech chain mechanism, a machine speech chain frame...

0 Sashi Novitasari, et al. ∙

∙ 11/04/2020

Augmenting Images for ASR and TTS through Single-loop and Dual-loop Multimodal Chain Framework

Previous research has proposed a machine speech chain to enable automati...

0 Johanes Effendi, et al. ∙

∙ 10/24/2020

Unsupervised Learning of Disentangled Speech Content and Style Representation

We present an approach for unsupervised learning of speech representatio...

0 Andros Tjandra, et al. ∙

∙ 05/24/2020

Transformer VQ-VAE for Unsupervised Unit Discovery and Speech Synthesis: ZeroSpeech 2020 Challenge

In this paper, we report our submitted system for the ZeroSpeech 2020 ch...

0 Andros Tjandra, et al. ∙

∙ 10/23/2019

Deja-vu: Double Feature Presentation in Deep Transformer Networks

Deep acoustic models typically receive features in the first layer of th...

0 Andros Tjandra, et al. ∙

∙ 10/22/2019

Transformer-based Acoustic Modeling for Hybrid Speech Recognition

We propose and evaluate transformer-based acoustic models (AMs) for hybr...

0 Yongqiang Wang, et al. ∙

∙ 10/02/2019

Speech-to-speech Translation between Untranscribed Unknown Languages

In this paper, we explore a method for training speech-to-speech transla...

0 Andros Tjandra, et al. ∙

∙ 06/03/2019

From Speech Chain to Multimodal Chain: Leveraging Cross-modal Data Augmentation for Semi-supervised Learning

The most common way for humans to communicate is by speech. But perhaps ...

0 Johanes Effendi, et al. ∙

∙ 05/27/2019

VQVAE Unsupervised Unit Discovery and Multi-scale Code2Spec Inverter for Zerospeech Challenge 2019

We describe our submitted system for the ZeroSpeech Challenge 2019. The ...

0 Andros Tjandra, et al. ∙

∙ 10/31/2018

End-to-End Feedback Loss in Speech Chain Framework via Straight-Through Estimator

The speech chain mechanism integrates automatic speech recognition (ASR)...

0 Andros Tjandra, et al. ∙

∙ 07/22/2018

Multi-scale Alignment and Contextual History for Attention Mechanism in Sequence-to-sequence Model

A sequence-to-sequence model is a neural network module for mapping two ...

0 Andros Tjandra, et al. ∙

∙ 03/28/2018

Machine Speech Chain with One-shot Speaker Adaptation

In previous work, we developed a closed-loop speech chain model based on...

0 Andros Tjandra, et al. ∙

∙ 02/28/2018

Tensor Decomposition for Compressing Recurrent Neural Network

In the machine learning fields, Recurrent Neural Network (RNN) has becom...

0 Andros Tjandra, et al. ∙

∙ 10/30/2017

Sequence-to-Sequence ASR Optimization via Reinforcement Learning

Despite the success of sequence-to-sequence approaches in automatic spee...

0 Andros Tjandra, et al. ∙

∙ 09/22/2017

Attention-based Wav2Text with Feature Transfer Learning

Conventional automatic speech recognition (ASR) typically performs multi...

0 Andros Tjandra, et al. ∙

∙ 07/16/2017

Listening while Speaking: Speech Chain by Deep Learning

Despite the close relationship between speech perception and production,...

0 Andros Tjandra, et al. ∙

∙ 06/07/2017

Gated Recurrent Neural Tensor Network

Recurrent Neural Networks (RNNs), which are a powerful scheme for modeli...

0 Andros Tjandra, et al. ∙

∙ 05/23/2017

Local Monotonic Attention Mechanism for End-to-End Speech and Language Processing

Recently, encoder-decoder neural networks have shown impressive performa...

0 Andros Tjandra, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world