conftrace_
← Deep Learning
Deep Learning ›

Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

4
30
847
998
'10
'15
'20
'25

Papers (including subtopics)

Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units ICML 2016
Dynamic Capacity Networks ICML 2016
Training Neural Networks Without Gradients: A Scalable ADMM Approach ICML 2016
Group Equivariant Convolutional Networks ICML 2016
Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention INTERSPEECH 2016
Sound Pattern Matching for Automatic Prosodic Event Detection INTERSPEECH 2016
Modulation Spectral Features for Predicting Vocal Emotion Recognition by Simulated Cochlear Implants INTERSPEECH 2016
Audio-Visual Speech Recognition Using Bimodal-Trained Bottleneck Features for a Person with Severe Hearing Loss INTERSPEECH 2016
Exploiting Depth and Highway Connections in Convolutional Recurrent Deep Neural Networks for Speech Recognition INTERSPEECH 2016
A Novel Discriminative Score Calibration Method for Keyword Search INTERSPEECH 2016
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling INTERSPEECH 2016
Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures for LVCSR Tasks INTERSPEECH 2016
Adaptation of Neural Networks Constrained by Prior Statistics of Node Co-Activations INTERSPEECH 2016
On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement INTERSPEECH 2016
Improving Deep Neural Networks Based Speaker Verification Using Unlabeled Data INTERSPEECH 2016
Using Text and Acoustic Features in Predicting Glottal Excitation Waveforms for Parametric Speech Synthesis with Recurrent Neural Networks INTERSPEECH 2016
Individual Identity in Songbirds: Signal Representations and Metric Learning for Locating the Information in Complex Corvid Calls INTERSPEECH 2016
On the Efficient Representation and Execution of Deep Acoustic Models INTERSPEECH 2016
Sequence Student-Teacher Training of Deep Neural Networks INTERSPEECH 2016
Realistic Multi-Microphone Data Simulation for Distant Speech Recognition INTERSPEECH 2016
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS INTERSPEECH 2016
Context-Sensitive and Role-Dependent Spoken Language Understanding Using Bidirectional and Attention LSTMs INTERSPEECH 2016
A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding INTERSPEECH 2016
Interpretation of Low Dimensional Neural Network Bottleneck Features in Terms of Human Perception and Production INTERSPEECH 2016
Advances in Very Deep Convolutional Neural Networks for LVCSR INTERSPEECH 2016