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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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Papers (including subtopics)

MOSNet: Deep Learning-Based Objective Assessment for Voice Conversion INTERSPEECH 2019
Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion INTERSPEECH 2019
Detection of Glottal Closure Instants from Raw Speech Using Convolutional Neural Networks INTERSPEECH 2019
Direct Neuron-Wise Fusion of Cognate Neural Networks INTERSPEECH 2019
Two Tiered Distributed Training Algorithm for Acoustic Modeling INTERSPEECH 2019
Exploring the Encoder Layers of Discriminative Autoencoders for LVCSR INTERSPEECH 2019
Framewise Supervised Training Towards End-to-End Speech Recognition Models: First Results INTERSPEECH 2019
Analysis of Deep Learning Architectures for Cross-Corpus Speech Emotion Recognition INTERSPEECH 2019
Employing Bottleneck and Convolutional Features for Speech-Based Physical Load Detection on Limited Data Amounts INTERSPEECH 2019
Speech Emotion Recognition in Dyadic Dialogues with Attentive Interaction Modeling INTERSPEECH 2019
Deep Learning of Segment-Level Feature Representation with Multiple Instance Learning for Utterance-Level Speech Emotion Recognition INTERSPEECH 2019
Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement INTERSPEECH 2019
Neural Network-Based Modeling of Phonetic Durations INTERSPEECH 2019
UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-Noise Ratio Condition INTERSPEECH 2019
A Convolutional Neural Network with Non-Local Module for Speech Enhancement INTERSPEECH 2019
KL-Divergence Regularized Deep Neural Network Adaptation for Low-Resource Speaker-Dependent Speech Enhancement INTERSPEECH 2019
Speech Enhancement with Wide Residual Networks in Reverberant Environments INTERSPEECH 2019
A Non-Causal FFTNet Architecture for Speech Enhancement INTERSPEECH 2019
Speech Enhancement with Variance Constrained Autoencoders INTERSPEECH 2019
A Deep Learning Approach to Automatic Characterisation of Rhythm in Non-Native English Speech INTERSPEECH 2019
Prosodic Representations of Prominence Classification Neural Networks and Autoencoders Using Bottleneck Features INTERSPEECH 2019
Direct F0 Estimation with Neural-Network-Based Regression INTERSPEECH 2019
Fully-Convolutional Network for Pitch Estimation of Speech Signals INTERSPEECH 2019
Vocal Pitch Extraction in Polyphonic Music Using Convolutional Residual Network INTERSPEECH 2019
Small-Footprint Magic Word Detection Method Using Convolutional LSTM Neural Network INTERSPEECH 2019