Shucong Zhang

According to our database, Shucong Zhang authored at least 19 papers between 2018 and 2024.

Collaborative distances:

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

2024

LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech.

Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier

Comput. Speech Lang., 2024

Linear Time Complexity Conformers with SummaryMixing for Streaming Speech Recognition.

Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Batthacharya

CoRR, 2024

Linear-Complexity Self-Supervised Learning for Speech Processing.

Shucong Zhang, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya

CoRR, 2024

Open-Source Conversational AI with SpeechBrain 1.0.

Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève

CoRR, 2024

2023

Sumformer: A Linear-Complexity Alternative to Self-Attention for Speech Recognition.

Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Bhattacharya

CoRR, 2023

Real-Time Personalised Speech Enhancement Transformers with Dynamic Cross-attended Speaker Representations.

Shucong Zhang, Malcolm Chadwick, Alberto Gil C. P. Ramos, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning.

Titouan Parcollet, Shucong Zhang, Rogier van Dalen, Alberto Gil C. P. Ramos, Sourav Bhattacharya

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Cross-Attention is all you need: Real-Time Streaming Transformers for Personalised Speech Enhancement.

Shucong Zhang, Malcolm Chadwick, Alberto Gil C. P. Ramos, Sourav Bhattacharya

CoRR, 2022

Transformer-Based Streaming ASR with Cumulative Attention.

Mohan Li, Shucong Zhang, Catalin Zorila, Rama Doddipatla

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

On The Usefulness of Self-Attention for Automatic Speech Recognition with Transformers.

Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Stochastic Attention Head Removal: A Simple and Effective Method for Improving Transformer Based ASR Models.

Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals

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

Train Your Classifier First: Cascade Neural Networks Training from Upper Layers to Lower Layers.

Shucong Zhang, Cong-Thanh Do, Rama Doddipatla, Erfan Loweimi, Peter Bell, Steve Renals

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Stochastic Attention Head Removal: A Simple and Effective Method for Improving Automatic Speech Recognition with Transformers.

Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals

CoRR, 2020

When Can Self-Attention Be Replaced by Feed Forward Layers?

Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals

CoRR, 2020

Learning Noise Invariant Features Through Transfer Learning For Robust End-to-End Speech Recognition.

Shucong Zhang, Cong-Thanh Do, Rama Doddipatla, Steve Renals

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Selective Adaptation of End-to-End Speech Recognition using Hybrid CTC/Attention Architecture for Noise Robustness.

Cong-Thanh Do, Shucong Zhang, Thomas Hain

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Trainable Dynamic Subsampling for End-to-End Speech Recognition.

Shucong Zhang, Erfan Loweimi, Yumo Xu, Peter Bell, Steve Renals

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

Windowed Attention Mechanisms for Speech Recognition.

Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Variable screening for ultrahigh dimensional heterogeneous data via conditional quantile correlations.

Shucong Zhang, Yong Zhou

J. Multivar. Anal., 2018