Andros Tjandra

According to our database, Andros Tjandra authored at least 54 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scaling Speech Technology to 1, 000+ Languages.

Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli

J. Mach. Learn. Res., 2024

Movie Gen: A Cast of Media Foundation Models.

Adam Polyak, Amit Zohar, Andrew Brown, Andros Tjandra, Animesh Sinha, Ann Lee, Apoorv Vyas, Bowen Shi, Chih-Yao Ma, Ching-Yao Chuang, David Yan, Dhruv Choudhary, Dingkang Wang, Geet Sethi, Guan Pang, Haoyu Ma, Ishan Misra, Ji Hou, Jialiang Wang, Kiran Jagadeesh, Kunpeng Li, Luxin Zhang, Mannat Singh, Mary Williamson, Matt Le, Matthew Yu, Mitesh Kumar Singh, Peizhao Zhang, Peter Vajda, Quentin Duval, Rohit Girdhar, Roshan Sumbaly, Sai Saketh Rambhatla, Sam S. Tsai, Samaneh Azadi, Samyak Datta, Sanyuan Chen, Sean Bell, Sharadh Ramaswamy, Shelly Sheynin, Siddharth Bhattacharya, Simran Motwani, Tao Xu, Tianhe Li, Tingbo Hou, Wei-Ning Hsu, Xi Yin, Xiaoliang Dai, Yaniv Taigman, Yaqiao Luo, Yen-Cheng Liu, Yi-Chiao Wu, Yue Zhao, Yuval Kirstain, Zecheng He, Zijian He, Albert Pumarola, Ali K. Thabet, Artsiom Sanakoyeu, Arun Mallya, Baishan Guo, Boris Araya, Breena Kerr, Carleigh Wood, Ce Liu, Cen Peng, Dmitry Vengertsev, Edgar Schönfeld, Elliot Blanchard, Felix Juefei-Xu, Fraylie Nord, Jeff Liang, John Hoffman, Jonas Kohler, Kaolin Fire, Karthik Sivakumar, Lawrence Chen, Licheng Yu, Luya Gao, Markos Georgopoulos, Rashel Moritz, Sara K. Sampson, Shikai Li, Simone Parmeggiani, Steve Fine, Tara Fowler, Vladan Petrovic, Yuming Du

CoRR, 2024

Learning Fine-Grained Controllability on Speech Generation via Efficient Fine-Tuning.

Chung-Ming Chien, Andros Tjandra, Apoorv Vyas, Matt Le, Bowen Shi, Wei-Ning Hsu

CoRR, 2024

MusicFlow: Cascaded Flow Matching for Text Guided Music Generation.

K. R. Prajwal, Bowen Shi, Matthew Le, Apoorv Vyas, Andros Tjandra, Mahi Luthra, Baishan Guo, Huiyu Wang, Triantafyllos Afouras, David Kant, Wei-Ning Hsu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Generative Pre-training for Speech with Flow Matching.

Alexander H. Liu, Matthew Le, Apoorv Vyas, Bowen Shi, Andros Tjandra, Wei-Ning Hsu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of a Multilingual ASR Model.

Jiamin Xie, Ke Li, Jinxi Guo, Andros Tjandra, Yuan Shangguan, Leda Sari, Chunyang Wu, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Audiobox: Unified Audio Generation with Natural Language Prompts.

Apoorv Vyas, Bowen Shi, Matthew Le, Andros Tjandra, Yi-Chiao Wu, Baishan Guo, Jiemin Zhang, Xinyue Zhang, Robert Adkins, William Ngan, Jeff Wang, Ivan Cruz, Bapi Akula, Akinniyi Akinyemi, Brian Ellis, Rashel Moritz, Yael Yungster, Alice Rakotoarison, Liang Tan, Chris Summers, Carleigh Wood, Joshua Lane, Mary Williamson, Wei-Ning Hsu

CoRR, 2023

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

Heli Qi, Sashi Novitasari, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

CoRR, 2023

Learning ASR Pathways: A Sparse Multilingual ASR Model.

Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Andros Tjandra, Nayan Singhal, David Zhang, Ozlem Kalinli, Abdelrahman Mohamed, Duc Le, Michael L. Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2023

Voice-Preserving Zero-Shot Multiple Accent Conversion.

Mumin Jin, Prashant Serai, Jilong Wu, Andros Tjandra, Vimal Manohar, Qing He

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Learning ASR pathways: A sparse multilingual ASR model.

Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, John H. L. Hansen, Ozlem Kalinli

CoRR, 2022

NIX-TTS: Lightweight and End-to-End Text-to-Speech Via Module-Wise Distillation.

Rendi Chevi, Radityo Eko Prasojo, Alham Fikri Aji, Andros Tjandra, Sakriani Sakti

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

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

Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Improved Language Identification Through Cross-Lingual Self-Supervised Learning.

Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli

Proceedings of the IEEE International Conference on Acoustics, 2022

Conformer-Based Self-Supervised Learning For Non-Speech Audio Tasks.

Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Code-Switching ASR and TTS Using Semisupervised Learning with Machine Speech Chain.

Sahoko Nakayama, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

IEICE Trans. Inf. Syst., 2021

Improved Language Identification Through Cross-Lingual Self-Supervised Learning.

Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli

CoRR, 2021

Multimodal Chain: Cross-Modal Collaboration Through Listening, Speaking, and Visualizing.

Johanes Effendi, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

IEEE Access, 2021

Unsupervised Learning of Disentangled Speech Content and Style Representation.

Andros Tjandra, Ruoming Pang, Yu Zhang, Shigeki Karita

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

Corrections to "Machine Speech Chain".

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Machine Speech Chain.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Recurrent Neural Network Compression Based on Low-Rank Tensor Representation.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

IEICE Trans. Inf. Syst., 2020

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

Sashi Novitasari, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 1st Joint Workshop on Spoken Language Technologies for Under-resourced languages and Collaboration and Computing for Under-Resourced Languages, 2020

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

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Incremental Machine Speech Chain Towards Enabling Listening While Speaking in Real-Time.

Sashi Novitasari, Andros Tjandra, Tomoya Yanagita, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Augmenting Images for ASR and TTS Through Single-Loop and Dual-Loop Multimodal Chain Framework.

Johanes Effendi, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Transformer-Based Acoustic Modeling for Hybrid Speech Recognition.

Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

DEJA-VU: Double Feature Presentation and Iterated Loss in Deep Transformer Networks.

Andros Tjandra, Chunxi Liu, Frank Zhang, Xiaohui Zhang, Yongqiang Wang, Gabriel Synnaeve, Satoshi Nakamura, Geoffrey Zweig

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Deja-vu: Double Feature Presentation in Deep Transformer Networks.

Andros Tjandra, Chunxi Liu, Frank Zhang, Xiaohui Zhang, Yongqiang Wang, Gabriel Synnaeve, Satoshi Nakamura, Geoffrey Zweig

CoRR, 2019

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

Johanes Effendi, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

CoRR, 2019

End-to-End Speech Recognition Sequence Training With Reinforcement Learning.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

IEEE Access, 2019

Recognition and translation of code-switching speech utterances.

Sahoko Nakayama, Takatomo Kano, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 22nd Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques, 2019

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

Andros Tjandra, Berrak Sisman, Mingyang Zhang, Sakriani Sakti, Haizhou Li, Satoshi Nakamura

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

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

Sashi Novitasari, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

End-to-end Feedback Loss in Speech Chain Framework via Straight-through Estimator.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the IEEE International Conference on Acoustics, 2019

Speech-to-Speech Translation Between Untranscribed Unknown Languages.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Zero-Shot Code-Switching ASR and TTS with Multilingual Machine Speech Chain.

Sahoko Nakayama, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Listening While Speaking and Visualizing: Improving ASR Through Multimodal Chain.

Johanes Effendi, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Multi-Scale Alignment and Contextual History for Attention Mechanism in Sequence-to-Sequence Model.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Speech Chain for Semi-Supervised Learning of Japanese-English Code-Switching ASR and TTS.

Sahoko Nakayama, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Machine Speech Chain with One-shot Speaker Adaptation.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Compressing End-to-end ASR Networks by Tensor-Train Decomposition.

Takuma Mori, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Tensor Decomposition for Compressing Recurrent Neural Network.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Sequence-to-Sequence Asr Optimization Via Reinforcement Learning.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Local Monotonic Attention Mechanism for End-to-End Speech Recognition.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

CoRR, 2017

Speech recognition features based on deep latent Gaussian models.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Compressing recurrent neural network with tensor train.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Local Monotonic Attention Mechanism for End-to-End Speech And Language Processing.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Attention-based Wav2Text with feature transfer learning.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Listening while speaking: Speech chain by deep learning.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016

Gated Recurrent Neural Tensor Network.

Andros Tjandra, Sakriani Sakti, Ruli Manurung, Mirna Adriani, Satoshi Nakamura

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Combination of two-dimensional cochleogram and spectrogram features for deep learning-based ASR.

Andros Tjandra, Sakriani Sakti, Graham Neubig, Tomoki Toda, Mirna Adriani, Satoshi Nakamura

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Stochastic Gradient Variational Bayes for deep learning-based ASR.

Andros Tjandra, Sakriani Sakti, Satoshi Nakamura, Mirna Adriani

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015