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Neural Networks

11,300 papers

Papers per year

Papers

Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios INTERSPEECH 2018
Student-Teacher Learning for BLSTM Mask-based Speech Enhancement INTERSPEECH 2018
Speech Enhancement Using Deep Mixture of Experts Based on Hard Expectation Maximization INTERSPEECH 2018
Adversarial Feature-Mapping for Speech Enhancement INTERSPEECH 2018
Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection INTERSPEECH 2018
Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition INTERSPEECH 2018
Data Independent Sequence Augmentation Method for Acoustic Scene Classification INTERSPEECH 2018
Deep Convolutional Neural Network with Scalogram for Audio Scene Modeling INTERSPEECH 2018
Wavelet Transform Based Mel-scaled Features for Acoustic Scene Classification INTERSPEECH 2018
Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification INTERSPEECH 2018
Investigation on LSTM Recurrent N-gram Language Models for Speech Recognition INTERSPEECH 2018
Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy INTERSPEECH 2018
Speaker and Language Recognition -- From Laboratory Technologies to the Wild INTERSPEECH 2018
User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks INTERSPEECH 2018
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation INTERSPEECH 2018
Training Utterance-level Embedding Networks for Speaker Identification and Verification INTERSPEECH 2018
An Improved Deep Embedding Learning Method for Short Duration Speaker Verification INTERSPEECH 2018
Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification INTERSPEECH 2018
Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
Triplet Network with Attention for Speaker Diarization INTERSPEECH 2018
Angular Softmax for Short-Duration Text-independent Speaker Verification INTERSPEECH 2018
Emotion Recognition from Variable-Length Speech Segments Using Deep Learning on Spectrograms INTERSPEECH 2018
Speech Emotion Recognition Using Spectrogram & Phoneme Embedding INTERSPEECH 2018
Improving CTC-based Acoustic Model with Very Deep Residual Time-delay Neural Networks INTERSPEECH 2018
Filter Sampling and Combination CNN (FSC-CNN): A Compact CNN Model for Small-footprint ASR Acoustic Modeling Using Raw Waveforms INTERSPEECH 2018