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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)

Visual Transformers for Primates Classification and Covid Detection 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
Forty Years of Speech and Language Processing: From Bayes Decision Rule to Deep Learning 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
Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation INTERSPEECH 2021
SUPERB: Speech Processing Universal PERformance Benchmark INTERSPEECH 2021
FRILL: A Non-Semantic Speech Embedding for Mobile Devices INTERSPEECH 2021
Pre-Training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning INTERSPEECH 2021
Layer-Wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition INTERSPEECH 2021
Normalization Driven Zero-Shot Multi-Speaker Speech Synthesis INTERSPEECH 2021
Improving Robustness of One-Shot Voice Conversion with Deep Discriminative Speaker Encoder INTERSPEECH 2021
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion INTERSPEECH 2021
An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling INTERSPEECH 2021
HMM-Free Encoder Pre-Training for Streaming RNN Transducer 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