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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)

DNN-based Speech Synthesis for Small Data Sets Considering Bidirectional Speech-Text Conversion INTERSPEECH 2018
LSTBM: A Novel Sequence Representation of Speech Spectra Using Restricted Boltzmann Machine with Long Short-Term Memory INTERSPEECH 2018
Multilingual Neural Network Acoustic Modelling for ASR of Under-Resourced English-isiZulu Code-Switched Speech INTERSPEECH 2018
Punctuation Prediction Model for Conversational Speech INTERSPEECH 2018
Visual Recognition of Continuous Cued Speech Using a Tandem CNN-HMM Approach INTERSPEECH 2018
CRIM's System for the MGB-3 English Multi-Genre Broadcast Media Transcription INTERSPEECH 2018
Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning INTERSPEECH 2018
Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments INTERSPEECH 2018
Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2018
Impact of Aliasing on Deep CNN-Based End-to-End Acoustic Models INTERSPEECH 2018
Keyword Based Speaker Localization: Localizing a Target Speaker in a Multi-speaker Environment INTERSPEECH 2018
PhaseNet: Discretized Phase Modeling with Deep Neural Networks for Audio Source Separation INTERSPEECH 2018
Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation INTERSPEECH 2018
Speaker Diarization with Enhancing Speech for the First DIHARD Challenge INTERSPEECH 2018
Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge INTERSPEECH 2018
Multilingual Grapheme-to-Phoneme Conversion with Global Character Vectors INTERSPEECH 2018
A Hybrid Approach to Grapheme to Phoneme Conversion in Assamese INTERSPEECH 2018
Gated Convolutional Neural Network for Sentence Matching INTERSPEECH 2018
Investigation on the Combination of Batch Normalization and Dropout in BLSTM-based Acoustic Modeling for ASR INTERSPEECH 2018
Comparison of Unsupervised Modulation Filter Learning Methods for ASR INTERSPEECH 2018
Multilingual Deep Neural Network Training Using Cyclical Learning Rate INTERSPEECH 2018
Development of the CUHK Dysarthric Speech Recognition System for the UA Speech Corpus INTERSPEECH 2018
Dysarthric Speech Recognition Using Convolutional LSTM Neural Network INTERSPEECH 2018
Articulatory Features for ASR of Pathological Speech INTERSPEECH 2018
Long Distance Voice Channel Diagnosis Using Deep Neural Networks INTERSPEECH 2018