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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)

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
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM 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
Robust Spoken Language Understanding via Paraphrasing INTERSPEECH 2018
User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks INTERSPEECH 2018
Monoaural Audio Source Separation Using Variational Autoencoders INTERSPEECH 2018
Towards Automated Single Channel Source Separation Using Neural Networks INTERSPEECH 2018
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation INTERSPEECH 2018
Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription INTERSPEECH 2018
Temporal Noise Shaping with Companding INTERSPEECH 2018
Training Utterance-level Embedding Networks for Speaker Identification and Verification INTERSPEECH 2018
Self-Attentive Speaker Embeddings for Text-Independent Speaker 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