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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)

Segment Level Voice Conversion with Recurrent Neural Networks INTERSPEECH 2017
Nora the Empathetic Psychologist INTERSPEECH 2017
The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring INTERSPEECH 2017
End-to-End Deep Learning Framework for Speech Paralinguistics Detection Based on Perception Aware Spectrum INTERSPEECH 2017
An ‘End-to-Evolution’ Hybrid Approach for Snore Sound Classification INTERSPEECH 2017
Snore Sound Classification Using Image-Based Deep Spectrum Features INTERSPEECH 2017
DNN-Based Feature Extraction and Classifier Combination for Child-Directed Speech, Cold and Snoring Identification INTERSPEECH 2017
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition INTERSPEECH 2017
Non-Uniform MCE Training of Deep Long Short-Term Memory Recurrent Neural Networks for Keyword Spotting INTERSPEECH 2017
Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination INTERSPEECH 2017
Discriminative Autoencoders for Acoustic Modeling INTERSPEECH 2017
Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation INTERSPEECH 2017
Combining Speaker Turn Embedding and Incremental Structure Prediction for Low-Latency Speaker Diarization INTERSPEECH 2017
A Rescoring Approach for Keyword Search Using Lattice Context Information INTERSPEECH 2017
The STC Keyword Search System for OpenKWS 2016 Evaluation INTERSPEECH 2017
Deep Recurrent Neural Network Based Monaural Speech Separation Using Recurrent Temporal Restricted Boltzmann Machines INTERSPEECH 2017
Combining Residual Networks with LSTMs for Lipreading INTERSPEECH 2017
Improving Computer Lipreading via DNN Sequence Discriminative Training Techniques INTERSPEECH 2017
DNN-Based Ultrasound-to-Speech Conversion for a Silent Speech Interface INTERSPEECH 2017
Deep Neural Factorization for Speech Recognition INTERSPEECH 2017
Gaussian Prediction Based Attention for Online End-to-End Speech Recognition INTERSPEECH 2017
Efficient Knowledge Distillation from an Ensemble of Teachers INTERSPEECH 2017
An Analysis of “Attention” in Sequence-to-Sequence Models INTERSPEECH 2017
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition INTERSPEECH 2017
i-Vector Transformation Using a Novel Discriminative Denoising Autoencoder for Noise-Robust Speaker Recognition INTERSPEECH 2017