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09/15/2023
The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction
Previous Multimodal Information based Speech Processing (MISP) challenge...
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08/28/2023
The USTC-NERCSLIP Systems for the CHiME-7 DASR Challenge
This technical report details our submission system to the CHiME-7 DASR ...
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08/14/2023
Improving Audio-Visual Speech Recognition by Lip-Subword Correlation Based Visual Pre-training and Cross-Modal Fusion Encoder
In recent research, slight performance improvement is observed from auto...
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05/28/2023
Learning a Structural Causal Model for Intuition Reasoning in Conversation
Reasoning, a crucial aspect of NLP research, has not been adequately add...
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05/28/2023
BFRT: Blockchained Federated Learning for Real-time Traffic Flow Prediction
Accurate real-time traffic flow prediction can be leveraged to relieve t...
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05/27/2023
On the Importance of Backbone to the Adversarial Robustness of Object Detectors
Object detection is a critical component of various security-sensitive a...
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05/04/2023
Learning to Recover Causal Relationship from Indefinite Data in the Presence of Latent Confounders
In Causal Discovery with latent variables, We define two data paradigms:...
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05/04/2023
Affective Reasoning at Utterance Level in Conversations: A Causal Discovery Approach
The affective reasoning task is a set of emerging affect-based tasks in ...
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03/11/2023
The Multimodal Information based Speech Processing (MISP) 2022 Challenge: Audio-Visual Diarization and Recognition
The Multi-modal Information based Speech Processing (MISP) challenge aim...
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12/21/2022
An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits
Audio-visual approaches involving visual inputs have laid the foundation...
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12/07/2022
Improved Speech Pre-Training with Supervision-Enhanced Acoustic Unit
Speech pre-training has shown great success in learning useful and gener...
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12/07/2022
Progressive Multi-Scale Self-Supervised Learning for Speech Recognition
Self-supervised learning (SSL) models have achieved considerable improve...
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11/30/2022
Optical multi-task learning using multi-wavelength diffractive deep neural networks
Photonic neural networks are brain-inspired information processing techn...
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10/26/2022
Deep Learning Based Audio-Visual Multi-Speaker DOA Estimation Using Permutation-Free Loss Function
In this paper, we propose a deep learning based multi-speaker direction ...
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09/26/2022
Optical Neural Ordinary Differential Equations
Increasing the layer number of on-chip photonic neural networks (PNNs) i...
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09/14/2022
A Review and Roadmap of Deep Learning Causal Discovery in Different Variable Paradigms
Understanding causality helps to structure interventions to achieve spec...
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08/29/2022
Learning a General Clause-to-Clause Relationships for Enhancing Emotion-Cause Pair Extraction
Emotion-cause pair extraction (ECPE) is an emerging task aiming to extra...
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04/12/2021
Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation
Tremendous efforts have been made on instance segmentation but the mask ...
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01/09/2021
Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus
Federated learning (FL) is a promising distributed learning solution tha...
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12/28/2020
Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention
In this paper, we propose a novel deep learning architecture to improvin...
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09/21/2020
Correlating Subword Articulation with Lip Shapes for Embedding Aware Audio-Visual Speech Enhancement
In this paper, we propose a visual embedding approach to improving embed...
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04/10/2020
A Novel Application of Boolean Functions with High Algebraic Immunity in Minimal Codes
Boolean functions with high algebraic immunity are important cryptograph...
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11/04/2019
Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties
Data analysts commonly utilize statistics to summarize large datasets. W...
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01/14/2019
Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning
To investigate whether and to what extent central serous chorioretinopat...
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08/29/2018