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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

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Papers (including subtopics)

Scaling ASR Improves Zero and Few Shot Learning INTERSPEECH 2022
Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition INTERSPEECH 2022
DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances 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
Automatic Prosody Annotation with Pre-Trained Text-Speech Model INTERSPEECH 2022
A Vietnamese-English Neural Machine Translation System INTERSPEECH 2022
Batch Normalization Preconditioning for Neural Network Training JMLR 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
Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs JMLR 2022
Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective JMLR 2022
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks 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
Explainability Guided COVID-19 Detection in CT Scans MIDL 2022