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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)

Multimodal Speech Emotion Recognition Using Cross Attention with Aligned Audio and Text INTERSPEECH 2020
Phoneme-to-Grapheme Conversion Based Large-Scale Pre-Training for End-to-End Automatic Speech Recognition INTERSPEECH 2020
Speaker Representation Learning Using Global Context Guided Channel and Time-Frequency Transformations INTERSPEECH 2020
A Lightweight Model Based on Separable Convolution for Speech Emotion Recognition INTERSPEECH 2020
Streaming On-Device End-to-End ASR System for Privacy-Sensitive Voice-Typing INTERSPEECH 2020
Lip Graph Assisted Audio-Visual Speech Recognition Using Bidirectional Synchronous Fusion INTERSPEECH 2020
Reverberation Modeling for Source-Filter-Based Neural Vocoder INTERSPEECH 2020
Investigation of Large-Margin Softmax in Neural Language Modeling INTERSPEECH 2020
SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation Using Optimally Smoothed Spectral Mapping INTERSPEECH 2020
Attention Wave-U-Net for Acoustic Echo Cancellation INTERSPEECH 2020
JDI-T: Jointly Trained Duration Informed Transformer for Text-To-Speech without Explicit Alignment INTERSPEECH 2020
Improved Speech Enhancement Using TCN with Multiple Encoder-Decoder Layers INTERSPEECH 2020
Voice Transformer Network: Sequence-to-Sequence Voice Conversion Using Transformer with Text-to-Speech Pretraining INTERSPEECH 2020
The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units INTERSPEECH 2020
Improving Transformer-Based Speech Recognition with Unsupervised Pre-Training and Multi-Task Semantic Knowledge Learning INTERSPEECH 2020
Self-and-Mixed Attention Decoder with Deep Acoustic Structure for Transformer-Based LVCSR INTERSPEECH 2020
Exploring Transformers for Large-Scale Speech Recognition INTERSPEECH 2020
Online Blind Reverberation Time Estimation Using CRNNs INTERSPEECH 2020
GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing JMLR 2020
Tensor Regression Networks JMLR 2020
Best Practices for Scientific Research on Neural Architecture Search JMLR 2020
Feed-forward Neural Networks with Trainable Delay L4DC 2020
Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees L4DC 2020
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy MIDL 2020
Breaking Speed Limits with Simultaneous Ultra-Fast MRI Reconstruction and Tissue Segmentation MIDL 2020