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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)

Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech INTERSPEECH 2018
Speaker Adaptation and Adaptive Training for Jointly Optimised Tandem Systems INTERSPEECH 2018
Correlational Networks for Speaker Normalization in Automatic Speech Recognition INTERSPEECH 2018
Transfer Learning Based Progressive Neural Networks for Acoustic Modeling in Statistical Parametric Speech Synthesis INTERSPEECH 2018
A Unified Framework for the Generation of Glottal Signals in Deep Learning-based Parametric Speech Synthesis Systems INTERSPEECH 2018
Acoustic Modeling Using Adversarially Trained Variational Recurrent Neural Network for Speech Synthesis INTERSPEECH 2018
On the Application and Compression of Deep Time Delay Neural Network for Embedded Statistical Parametric Speech Synthesis INTERSPEECH 2018
Integrating Recurrence Dynamics for Speech Emotion Recognition INTERSPEECH 2018
Emotion Recognition from Human Speech Using Temporal Information and Deep Learning INTERSPEECH 2018
Role of Regularization in the Prediction of Valence from Speech INTERSPEECH 2018
Wide Learning for Auditory Comprehension INTERSPEECH 2018
Prediction of Turn-taking Using Multitask Learning with Prediction of Backchannels and Fillers INTERSPEECH 2018
Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks INTERSPEECH 2018
Indian Languages ASR: A Multilingual Phone Recognition Framework with IPA Based Common Phone-set, Predicted Articulatory Features and Feature fusion INTERSPEECH 2018
Automatic Speech Recognition with Articulatory Information and a Unified Dictionary for Hindi, Marathi, Bengali and Oriya INTERSPEECH 2018
Analysis of Language Dependent Front-End for Speaker Recognition INTERSPEECH 2018
Robust Speaker Recognition from Distant Speech under Real Reverberant Environments Using Speaker Embeddings INTERSPEECH 2018
Investigation on Bandwidth Extension for Speaker Recognition INTERSPEECH 2018
On Learning Vocal Tract System Related Speaker Discriminative Information from Raw Signal Using CNNs INTERSPEECH 2018
On Convolutional LSTM Modeling for Joint Wake-Word Detection and Text Dependent Speaker Verification INTERSPEECH 2018
An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks INTERSPEECH 2018
A New Framework for Supervised Speech Enhancement in the Time Domain INTERSPEECH 2018
Using Shifted Real Spectrum Mask as Training Target for Supervised Speech Separation INTERSPEECH 2018
Cycle-Consistent Speech Enhancement INTERSPEECH 2018
Concatenative Resynthesis with Improved Training Signals for Speech Enhancement INTERSPEECH 2018