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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)

Voice Conversion Using Sequence-to-Sequence Learning of Context Posterior Probabilities INTERSPEECH 2017
Learning Latent Representations for Speech Generation and Transformation INTERSPEECH 2017
Parallel-Data-Free Many-to-Many Voice Conversion Based on DNN Integrated with Eigenspace Using a Non-Parallel Speech Corpus INTERSPEECH 2017
Sequence-to-Sequence Voice Conversion with Similarity Metric Learned Using Generative Adversarial Networks INTERSPEECH 2017
Siamese Autoencoders for Speech Style Extraction and Switching Applied to Voice Identification and Conversion INTERSPEECH 2017
Highway-LSTM and Recurrent Highway Networks for Speech Recognition INTERSPEECH 2017
Improving Speech Recognition by Revising Gated Recurrent Units INTERSPEECH 2017
Stochastic Recurrent Neural Network for Speech Recognition INTERSPEECH 2017
Frame and Segment Level Recurrent Neural Networks for Phone Classification INTERSPEECH 2017
Deep Learning-Based Telephony Speech Recognition in the Wild INTERSPEECH 2017
Reducing Mismatch in Training of DNN-Based Glottal Excitation Models in a Statistical Parametric Text-to-Speech System INTERSPEECH 2017
Direct Modelling of Magnitude and Phase Spectra for Statistical Parametric Speech Synthesis INTERSPEECH 2017
Bidirectional LSTM-RNN for Improving Automated Assessment of Non-Native Children’s Speech INTERSPEECH 2017
Off-Topic Spoken Response Detection Using Siamese Convolutional Neural Networks INTERSPEECH 2017
Hybrid Acoustic-Lexical Deep Learning Approach for Deception Detection INTERSPEECH 2017
Adversarial Network Bottleneck Features for Noise Robust Speaker Verification INTERSPEECH 2017
What Does the Speaker Embedding Encode? INTERSPEECH 2017
Deep Speaker Embeddings for Short-Duration Speaker Verification INTERSPEECH 2017
Deep Speaker Feature Learning for Text-Independent Speaker Verification INTERSPEECH 2017
Duration Mismatch Compensation Using Four-Covariance Model and Deep Neural Network for Speaker Verification INTERSPEECH 2017
i-Vector DNN Scoring and Calibration for Noise Robust Speaker Verification INTERSPEECH 2017
Alternative Approaches to Neural Network Based Speaker Verification INTERSPEECH 2017
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition INTERSPEECH 2017
Unfolded Deep Recurrent Convolutional Neural Network with Jump Ahead Connections for Acoustic Modeling INTERSPEECH 2017
Forward-Backward Convolutional LSTM for Acoustic Modeling INTERSPEECH 2017