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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)

Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages INTERSPEECH 2017
Learning Weakly Supervised Multimodal Phoneme Embeddings INTERSPEECH 2017
Prosodic Event Recognition Using Convolutional Neural Networks with Context Information INTERSPEECH 2017
The Role of Linguistic and Prosodic Cues on the Prediction of Self-Reported Satisfaction in Contact Centre Phone Calls INTERSPEECH 2017
Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective INTERSPEECH 2017
Robust Online i-Vectors for Unsupervised Adaptation of DNN Acoustic Models: A Study in the Context of Digital Voice Assistants INTERSPEECH 2017
Dynamic Layer Normalization for Adaptive Neural Acoustic Modeling in Speech Recognition INTERSPEECH 2017
Recognizing Multi-Talker Speech with Permutation Invariant Training INTERSPEECH 2017
ClockWork-RNN Based Architectures for Slot Filling INTERSPEECH 2017
Label-Dependency Coding in Simple Recurrent Networks for Spoken Language Understanding INTERSPEECH 2017
Minimum Semantic Error Cost Training of Deep Long Short-Term Memory Networks for Topic Spotting on Conversational Speech INTERSPEECH 2017
Learning Similarity Functions for Pronunciation Variations INTERSPEECH 2017
Improving Sub-Phone Modeling for Better Native Language Identification with Non-Native English Speech INTERSPEECH 2017
QMDIS: QCRI-MIT Advanced Dialect Identification System INTERSPEECH 2017
Unsupervised Representation Learning Using Convolutional Restricted Boltzmann Machine for Spoof Speech Detection INTERSPEECH 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech INTERSPEECH 2017
Structured-Based Curriculum Learning for End-to-End English-Japanese Speech Translation INTERSPEECH 2017
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings INTERSPEECH 2017
Speaker-Aware Neural Network Based Beamformer for Speaker Extraction in Speech Mixtures INTERSPEECH 2017
Off-Topic Spoken Response Detection with Word Embeddings INTERSPEECH 2017
A Mostly Data-Driven Approach to Inverse Text Normalization INTERSPEECH 2017
Experiments in Character-Level Neural Network Models for Punctuation INTERSPEECH 2017
Conditional Generative Adversarial Nets Classifier for Spoken Language Identification INTERSPEECH 2017
Tied Hidden Factors in Neural Networks for End-to-End Speaker Recognition INTERSPEECH 2017
LSTM Neural Network-Based Speaker Segmentation Using Acoustic and Language Modelling INTERSPEECH 2017