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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

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Papers (including subtopics)

Temporal Attentive Pooling for Acoustic Event Detection INTERSPEECH 2018
Acoustic Modeling from Frequency Domain Representations of Speech INTERSPEECH 2018
Speech Emotion Recognition by Combining Amplitude and Phase Information Using Convolutional Neural Network INTERSPEECH 2018
Automatic Question Detection from Acoustic and Phonetic Features Using Feature-wise Pre-training INTERSPEECH 2018
Evolution of Neural Network Architectures for Speech Recognition INTERSPEECH 2018
Using Deep Neural Networks for Identification of Slavic Languages from Acoustic Signal INTERSPEECH 2018
Attention-based End-to-End Models for Small-Footprint Keyword Spotting INTERSPEECH 2018
Empirical Analysis of Score Fusion Application to Combined Neural Networks for Open Vocabulary Spoken Term Detection INTERSPEECH 2018
ESPnet: End-to-End Speech Processing Toolkit INTERSPEECH 2018
Attentive Statistics Pooling for Deep Speaker Embedding INTERSPEECH 2018
Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation INTERSPEECH 2018
Investigation on the Combination of Batch Normalization and Dropout in BLSTM-based Acoustic Modeling for ASR INTERSPEECH 2018
Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models INTERSPEECH 2018
Combining Natural Gradient with Hessian Free Methods for Sequence Training INTERSPEECH 2018
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models INTERSPEECH 2018
Effects of Dimensional Input on Paralinguistic Information Perceived from Synthesized Dialogue Speech with Neural Network INTERSPEECH 2018
Air-Tissue Boundary Segmentation in Real-Time Magnetic Resonance Imaging Video Using Semantic Segmentation with Fully Convolutional Networks INTERSPEECH 2018
ISI ASR System for the Low Resource Speech Recognition Challenge for Indian Languages INTERSPEECH 2018
Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement INTERSPEECH 2018
A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement INTERSPEECH 2018
All-Neural Multi-Channel Speech Enhancement INTERSPEECH 2018
Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection INTERSPEECH 2018
Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification INTERSPEECH 2018
Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy INTERSPEECH 2018
Towards Automated Single Channel Source Separation Using Neural Networks INTERSPEECH 2018