conftrace_
← Deep Learning
Deep Learning ›

Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
'10
'15
'20
'25

Papers (including subtopics)

Multi-Channel Block-Online Source Extraction Based on Utterance Adaptation INTERSPEECH 2019
SPEAK YOUR MIND! Towards Imagined Speech Recognition with Hierarchical Deep Learning INTERSPEECH 2019
An Unsupervised Autoregressive Model for Speech Representation Learning INTERSPEECH 2019
Glottal Closure Instants Detection from Speech Signal by Deep Features Extracted from Raw Speech and Linear Prediction Residual INTERSPEECH 2019
Attentive to Individual: A Multimodal Emotion Recognition Network with Personalized Attention Profile INTERSPEECH 2019
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention INTERSPEECH 2019
Large-Scale Mixed-Bandwidth Deep Neural Network Acoustic Modeling for Automatic Speech Recognition INTERSPEECH 2019
SparseSpeech: Unsupervised Acoustic Unit Discovery with Memory-Augmented Sequence Autoencoders INTERSPEECH 2019
End-to-End SpeakerBeam for Single Channel Target Speech Recognition INTERSPEECH 2019
Deep Learning Based Mandarin Accent Identification for Accent Robust ASR INTERSPEECH 2019
Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech INTERSPEECH 2019
Automatic Compression of Subtitles with Neural Networks and its Effect on User Experience INTERSPEECH 2019
Rare Sound Event Detection Using Deep Learning and Data Augmentation INTERSPEECH 2019
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks INTERSPEECH 2019
One-Shot Voice Conversion with Global Speaker Embeddings INTERSPEECH 2019
Group Latent Embedding for Vector Quantized Variational Autoencoder in Non-Parallel Voice Conversion INTERSPEECH 2019
Cumulative Adaptation for BLSTM Acoustic Models INTERSPEECH 2019
Learning Speaker Aware Offsets for Speaker Adaptation of Neural Networks INTERSPEECH 2019
A Comparison of Deep Learning Methods for Language Understanding INTERSPEECH 2019
Multi-Corpus Acoustic-to-Articulatory Speech Inversion INTERSPEECH 2019
Ultrasound-Based Silent Speech Interface Built on a Continuous Vocoder INTERSPEECH 2019
CNN-Based Phoneme Classifier from Vocal Tract MRI Learns Embedding Consistent with Articulatory Topology INTERSPEECH 2019
Salient Speech Representations Based on Cloned Networks INTERSPEECH 2019
Speaker Diarization with Deep Speaker Embeddings for DIHARD Challenge II INTERSPEECH 2019
Ensemble Models for Spoofing Detection in Automatic Speaker Verification INTERSPEECH 2019