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Model Architecture

4,351 papers

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Papers

ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction IJCNLP 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation IJCNLP 2021
Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings IJCNLP 2021
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer IJCNLP 2021
Knodle: Modular Weakly Supervised Learning with PyTorch IJCNLP 2021
Sefamerve ARGE at SemEval-2021 Task 5: Toxic Spans Detection Using Segmentation Based 1-D Convolutional Neural Network Model IJCNLP 2021
Adaptive Convolutional Neural Network for Text-Independent Speaker Recognition INTERSPEECH 2021
Improving Time Delay Neural Network Based Speaker Recognition with Convolutional Block and Feature Aggregation Methods INTERSPEECH 2021
Spine2Net: SpineNet with Res2Net and Time-Squeeze-and-Excitation Blocks for Speaker Recognition INTERSPEECH 2021
ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform INTERSPEECH 2021
Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene INTERSPEECH 2021
Variational Information Bottleneck for Effective Low-Resource Audio Classification INTERSPEECH 2021
A Deep Learning Method to Multi-Channel Active Noise Control INTERSPEECH 2021
Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information INTERSPEECH 2021
Multi-Stream Gated and Pyramidal Temporal Convolutional Neural Networks for Audio-Visual Speech Separation in Multi-Talker Environments INTERSPEECH 2021
Residual Echo and Noise Cancellation with Feature Attention Module and Multi-Domain Loss Function INTERSPEECH 2021
MIMO Self-Attentive RNN Beamformer for Multi-Speaker Speech Separation INTERSPEECH 2021
A Deep Learning Approach to Multi-Channel and Multi-Microphone Acoustic Echo Cancellation INTERSPEECH 2021
FRILL: A Non-Semantic Speech Embedding for Mobile Devices INTERSPEECH 2021
Layer-Wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition INTERSPEECH 2021
Improving Robustness of One-Shot Voice Conversion with Deep Discriminative Speaker Encoder INTERSPEECH 2021
Improving Channel Decorrelation for Multi-Channel Target Speech Extraction INTERSPEECH 2021
Real-Time Multi-Channel Speech Enhancement Based on Neural Network Masking with Attention Model INTERSPEECH 2021
Feature Fusion by Attention Networks for Robust DOA Estimation INTERSPEECH 2021
Optimally Encoding Inductive Biases into the Transformer Improves End-to-End Speech Translation INTERSPEECH 2021