Aswin Shanmugam Subramanian | DeepAI

DeepAI

Featured Co-authors

Shinji Watanabe
198 publications
Hung-Yi Lee
169 publications
Dong Yu
138 publications
Ke Li
135 publications
Yu Tsao
114 publications
Zhuo Chen
102 publications
Yong Xu
100 publications
Jonathan Le Roux
55 publications
Xiaofei Wang
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Yanmin Qian
41 publications
Sanjeev Khudanpur
40 publications

∙ 12/14/2022

Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks

Emulating the human ability to solve the cocktail party problem, i.e., f...

Darius Petermann, et al. ∙

∙ 11/15/2022

Reverberation as Supervision for Speech Separation

This paper proposes reverberation as supervision (RAS), a novel unsuperv...

Rohith Aralikatti, et al. ∙

∙ 10/09/2021

An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition

Self-supervised pretraining on speech data has achieved a lot of progres...

Xuankai Chang, et al. ∙

∙ 02/16/2021

Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition

Multi-source localization is an important and challenging technique for ...

Aswin Shanmugam Subramanian, et al. ∙

∙ 12/23/2020

The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans

This paper describes the recent development of ESPnet (https://github.co...

Shinji Watanabe, et al. ∙

∙ 11/07/2020

ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration

We present ESPnet-SE, which is designed for the quick development of spe...

Chenda Li, et al. ∙

∙ 10/30/2020

Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization

This paper proposes a new paradigm for handling far-field multi-speaker ...

Aswin Shanmugam Subramanian, et al. ∙

∙ 06/14/2020

The JHU Multi-Microphone Multi-Speaker ASR System for the CHiME-6 Challenge

This paper summarizes the JHU team's efforts in tracks 1 and 2 of the CH...

Ashish Arora, et al. ∙

∙ 05/21/2020

End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming

Despite successful applications of end-to-end approaches in multi-channe...

Wangyou Zhang, et al. ∙

∙ 04/19/2019

An Investigation of End-to-End Multichannel Speech Recognition for Reverberant and Mismatch Conditions

Sequence-to-sequence (S2S) modeling is becoming a popular paradigm for a...

Aswin Shanmugam Subramanian, et al. ∙

∙ 04/19/2019

Dry, Focus, and Transcribe: End-to-End Integration of Dereverberation, Beamforming, and ASR

Sequence-to-sequence (S2S) modeling is becoming a popular paradigm for a...

Aswin Shanmugam Subramanian, et al. ∙

∙ 03/27/2018

Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline

This paper describes a new baseline system for automatic speech recognit...

Szu-Jui Chen, et al. ∙

∙ 03/27/2018

Student-Teacher Learning for BLSTM Mask-based Speech Enhancement

Spectral mask estimation using bidirectional long short-term memory (BLS...

Aswin Shanmugam Subramanian, et al. ∙