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Deep Learning

1,856 papers

Papers per year

3
20
266
176
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Papers

Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19 INTERSPEECH 2022
Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers INTERSPEECH 2022
COVID-19 detection based on respiratory sensing from speech INTERSPEECH 2022
A deep complex multi-frame filtering network for stereophonic acoustic echo cancellation INTERSPEECH 2022
Personalized Acoustic Echo Cancellation for Full-duplex Communications INTERSPEECH 2022
On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement INTERSPEECH 2022
Low-complex and Highly-performed Binary Residual Neural Network for Small-footprint Keyword Spotting INTERSPEECH 2022
Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data INTERSPEECH 2022
Soft-label Learn for No-Intrusive Speech Quality Assessment INTERSPEECH 2022
Formant Estimation and Tracking using Probabilistic Heat-Maps INTERSPEECH 2022
Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM INTERSPEECH 2022
Deep Learning for Prosody-Based Irony Classification in Spontaneous Speech INTERSPEECH 2022
Performance Improvement of Speech Emotion Recognition by Neutral Speech Detection Using Autoencoder and Intermediate Representation INTERSPEECH 2022
Revisiting joint decoding based multi-talker speech recognition with DNN acoustic model INTERSPEECH 2022
InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR INTERSPEECH 2022
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction INTERSPEECH 2022
Improve Speech Enhancement using Perception-High-Related Time-Frequency Loss INTERSPEECH 2022
Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis INTERSPEECH 2022
Provably Confidential Language Modelling NAACL 2022
Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN NAACL 2022
Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022
Selective Differential Privacy for Language Modeling NAACL 2022
Incorporating Centering Theory into Neural Coreference Resolution NAACL 2022
Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset NAACL 2022
Grapheme-to-Phoneme Conversion for Thai using Neural Regression Models NAACL 2022