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Deep Learning

1752 directly classified papers

Papers per year

Papers

Formant Estimation and Tracking using Probabilistic Heat-Maps INTERSPEECH 2022
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling INTERSPEECH 2022
Deep Learning for Prosody-Based Irony Classification in Spontaneous Speech INTERSPEECH 2022
Towards Efficiently Learning Monotonic Alignments for Attention-based End-to-End Speech Recognition INTERSPEECH 2022
Revisiting joint decoding based multi-talker speech recognition with DNN acoustic model INTERSPEECH 2022
Revisiting Consistency Regularization for Deep Partial Label Learning ICML 2022
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction INTERSPEECH 2022
PodcastMix: A dataset for separating music and speech in podcasts INTERSPEECH 2022
Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis INTERSPEECH 2022
Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments INTERSPEECH 2022
To Smooth or Not? When Label Smoothing Meets Noisy Labels ICML 2022
URetinex-Net: Retinex-Based Deep Unfolding Network for Low-Light Image Enhancement CVPR 2022
FoggyStereo: Stereo Matching With Fog Volume Representation CVPR 2022
Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving CVPR 2022
Listen only to me! How well can target speech extraction handle false alarms? INTERSPEECH 2022
Speak Like a Professional: Increasing Speech Intelligibility by Mimicking Professional Announcer Voice with Voice Conversion INTERSPEECH 2022
Extended Unconstrained Features Model for Exploring Deep Neural Collapse ICML 2022
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs ICML 2022
Deep Probability Estimation ICML 2022
Towards understanding how momentum improves generalization in deep learning ICML 2022
Towards Bidirectional Arbitrary Image Rescaling: Joint Optimization and Cycle Idempotence CVPR 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022
The State of Sparse Training in Deep Reinforcement Learning ICML 2022
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning ICML 2022
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification ICML 2022