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Neural Networks

11,300 papers

Papers per year

23
145
1348
811
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Papers

A Neural State-Space Modeling Approach to Efficient Speech Separation INTERSPEECH 2023
Monaural Speech Separation Method Based on Recurrent Attention with Parallel Branches INTERSPEECH 2023
Complex-valued neural networks for voice anti-spoofing INTERSPEECH 2023
DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation INTERSPEECH 2023
HD-DEMUCS: General Speech Restoration with Heterogeneous Decoders INTERSPEECH 2023
Weighted Von Mises Distribution-based Loss Function for Real-time STFT Phase Reconstruction Using DNN INTERSPEECH 2023
Rethinking Complex-Valued Deep Neural Networks for Monaural Speech Enhancement INTERSPEECH 2023
Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification INTERSPEECH 2023
Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion INTERSPEECH 2023
Improved DeepFake Detection Using Whisper Features INTERSPEECH 2023
On Training a Neural Residual Acoustic Echo Suppressor for Improved ASR INTERSPEECH 2023
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation INTERSPEECH 2023
MC-SpEx: Towards Effective Speaker Extraction with Multi-Scale Interfusion and Conditional Speaker Modulation INTERSPEECH 2023
Causal Signal-Based DCCRN with Overlapped-Frame Prediction for Online Speech Enhancement INTERSPEECH 2023
Gesper: A Restoration-Enhancement Framework for General Speech Reconstruction INTERSPEECH 2023
Comparing Hand-Crafted Features to Spectrograms for Autism Severity Estimation INTERSPEECH 2023
Adapting a ConvNeXt Model to Audio Classification on AudioSet INTERSPEECH 2023
Improving End-to-End Modeling For Mandarin-English Code-Switching Using Lightweight Switch-Routing Mixture-of-Experts INTERSPEECH 2023
Emotion Classification with EEG Responses Evoked by Emotional Prosody of Speech INTERSPEECH 2023
Time-synchronous one-pass Beam Search for Parallel Online and Offline Transducers with Dynamic Block Training INTERSPEECH 2023
Prefix Search Decoding for RNN Transducers INTERSPEECH 2023
MF-PAM: Accurate Pitch Estimation through Periodicity Analysis and Multi-level Feature Fusion INTERSPEECH 2023
Speech Emotion Recognition by Estimating Emotional Label Sequences with Phoneme Class Attribute INTERSPEECH 2023
A Study on Using Duration and Formant Features in Automatic Detection of Speech Sound Disorder in Children INTERSPEECH 2023
Regarding Topology and Variant Frame Rates for Differentiable WFST-based End-to-End ASR INTERSPEECH 2023