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Model Architecture

4,354 papers

Papers per year

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Papers

Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition INTERSPEECH 2022
Deep Learning for Prosody-Based Irony Classification in Spontaneous Speech INTERSPEECH 2022
iCNN-Transformer: An improved CNN-Transformer with Channel-spatial Attention and Keyword Prediction for Automated Audio Captioning INTERSPEECH 2022
Spoofing-Aware Speaker Verification by Multi-Level Fusion INTERSPEECH 2022
End-to-end framework for spoof-aware speaker verification INTERSPEECH 2022
Learnable Sparse Filterbank for Speaker Verification INTERSPEECH 2022
Tiny-Sepformer: A Tiny Time-Domain Transformer Network For Speech Separation INTERSPEECH 2022
Objective Metrics to Evaluate Residual-Echo Suppression During Double-Talk in the Stereophonic Case INTERSPEECH 2022
Gated Convolutional Fusion for Time-Domain Target Speaker Extraction Network INTERSPEECH 2022
Text-Driven Separation of Arbitrary Sounds INTERSPEECH 2022
Perceptual Contrast Stretching on Target Feature for Speech Enhancement INTERSPEECH 2022
Globally Injective ReLU Networks JMLR 2022
ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction JMLR 2022
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity JMLR 2022
Implicit Differentiation for Fast Hyperparameter Selection in Non-Smooth Convex Learning JMLR 2022
A Bregman Learning Framework for Sparse Neural Networks JMLR 2022
InterpretDL: Explaining Deep Models in PaddlePaddle JMLR 2022
Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective JMLR 2022
i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery L4DC 2022
Data-Augmented Contact Model for Rigid Body Simulation L4DC 2022
Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers L4DC 2022
Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach L4DC 2022
Confidence Histograms for Model Reliability Analysis and Temperature Calibration MIDL 2022
YAMU: Yet Another Modified U-Net Architecture for Semantic Segmentation MIDL 2022
Implicit Neural Representations for Deformable Image Registration MIDL 2022