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Deep Learning

66,648 papers (25 classified directly here)

Subtopics

Learning Types (28,663) Architectures (27,448) Models (16,617) Techniques (8,241) Optimization & Theory (6,829) Application Areas (46)

Papers per year

2
65
428
6150
10854
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Papers (including subtopics)

Deep Discriminative Embeddings for Duration Robust Speaker Verification INTERSPEECH 2018
Conditional End-to-End Audio Transforms INTERSPEECH 2018
Tone Recognition Using Lifters and CTC INTERSPEECH 2018
An Interlocutor-Modulated Attentional LSTM for Differentiating between Subgroups of Autism Spectrum Disorder INTERSPEECH 2018
Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks INTERSPEECH 2018
Neural Language Codes for Multilingual Acoustic Models INTERSPEECH 2018
Empirical Evaluation of Speaker Adaptation on DNN Based Acoustic Model INTERSPEECH 2018
Improving Cross-Lingual Knowledge Transferability Using Multilingual TDNN-BLSTM with Language-Dependent Pre-Final Layer INTERSPEECH 2018
Fast Language Adaptation Using Phonological Information INTERSPEECH 2018
Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features INTERSPEECH 2018
An Investigation of Convolution Attention Based Models for Multilingual Speech Synthesis of Indian Languages INTERSPEECH 2018
The Effect of Real-Time Constraints on Automatic Speech Animation INTERSPEECH 2018
Joint Learning of Facial Expression and Head Pose from Speech INTERSPEECH 2018
Deep Metric Learning for the Target Cost in Unit-Selection Speech Synthesizer INTERSPEECH 2018
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
Unspeech: Unsupervised Speech Context Embeddings INTERSPEECH 2018
Impact of Aliasing on Deep CNN-Based End-to-End Acoustic Models INTERSPEECH 2018