Shucong Zhang
7 papers · 2019–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (12)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(11)
π₯
Mega-Team
(33)
Conferences
INTERSPEECH (6)
JMLR (1)
Top co-authors
Keywords
automatic speech recognition
(2)
linear complexity
(2)
neural network optimization
(2)
speech enhancement
(2)
self-supervised learning
(2)
speech recognition
(2)
acoustic feature extraction
(1)
recurrent neural network
(1)
inference speed
(1)
multi-head attention
(1)
model efficiency
(1)
memory consumption
(1)
speech representation learning
(1)
speaker representation
(1)
attention head removal
(1)
large language model
(1)
transformer architecture
(1)
neural network
(1)
attention mechanism
(1)
speech processing
(1)
Papers
Linear-Complexity Self-Supervised Learning for Speech Processing
INTERSPEECH 2024
SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding
INTERSPEECH 2024
Open-Source Conversational AI with SpeechBrain 1.0
JMLR 2024
Real-Time Personalised Speech Enhancement Transformers with Dynamic Cross-attended Speaker Representations
INTERSPEECH 2023
On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning
INTERSPEECH 2023
Stochastic Attention Head Removal: A Simple and Effective Method for Improving Transformer Based ASR Models
INTERSPEECH 2021
Trainable Dynamic Subsampling for End-to-End Speech Recognition
INTERSPEECH 2019