L3DAS21 Challenge: Machine Learning for 3D Audio Signal Processing Apr 12, 2021 Audio Signal Processing BIG-bench Machine Learning
Code Code Available RNNoise-Ex: Hybrid Speech Enhancement System based on RNN and Spectral Features May 25, 2021 Deep Learning Denoising
Code Code Available Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks Sep 1, 2017 Decoder Multi-Task Learning
— Unverified Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings Oct 31, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A network of deep neural networks for distant speech recognition Mar 23, 2017 Distant Speech Recognition Speech Enhancement
— Unverified Deep Noise Suppression With Non-Intrusive PESQNet Supervision Enabling the Use of Real Training Data Mar 31, 2021 Denoising Speech Enhancement
— Unverified Audio-visual multi-channel speech separation, dereverberation and recognition Apr 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Ensemble SVM-based Approach for Voice Activity Detection Feb 5, 2019 Action Detection Activity Detection
— Unverified Acoustic Structure Inverse Design and Optimization Using Deep Learning Jan 29, 2021 Deep Learning Speech Enhancement
— Unverified An Empirical Study on the Impact of Positional Encoding in Transformer-based Monaural Speech Enhancement Jan 18, 2024 POS Position
— Unverified Audio Recording Device Identification Based on Deep Learning Feb 18, 2016 Deep Learning Speech Enhancement
— Unverified Accelerating RNN-based Speech Enhancement on a Multi-Core MCU with Mixed FP16-INT8 Post-Training Quantization Oct 14, 2022 Quantization Speech Enhancement
— Unverified An Empirical Study of Visual Features for DNN based Audio-Visual Speech Enhancement in Multi-talker Environments Nov 9, 2020 Optical Flow Estimation Speech Enhancement
— Unverified A two-step backward compatible fullband speech enhancement system Jan 26, 2022 Speech Enhancement Vocal Bursts Valence Prediction
— Unverified Adversarial Joint Training with Self-Attention Mechanism for Robust End-to-End Speech Recognition Apr 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Dictionary-Based Fusion of Contact and Acoustic Microphones for Wind Noise Reduction May 18, 2022 Speech Enhancement
— Unverified Dictionary Update for NMF-based Voice Conversion Using an Encoder-Decoder Network Oct 13, 2016 Decoder Speech Enhancement
— Unverified A Two-Stage Hierarchical Deep Filtering Framework for Real-Time Speech Enhancement Jun 1, 2025 Speech Enhancement
— Unverified A Two-Stage Framework in Cross-Spectrum Domain for Real-Time Speech Enhancement Jan 19, 2024 Speech Enhancement
— Unverified An Analysis of the Variance of Diffusion-based Speech Enhancement Feb 1, 2024 Speech Enhancement
— Unverified A Two-stage Complex Network using Cycle-consistent Generative Adversarial Networks for Speech Enhancement Sep 5, 2021 Denoising Speech Enhancement
— Unverified Adversarial Feature-Mapping for Speech Enhancement Sep 6, 2018 Speech Enhancement
— Unverified 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified Attention-Driven Multichannel Speech Enhancement in Moving Sound Source Scenarios Dec 17, 2023 Speech Enhancement
— Unverified DDS: A new device-degraded speech dataset for speech enhancement Sep 16, 2021 Diversity Speech Enhancement
— Unverified DCF-DS: Deep Cascade Fusion of Diarization and Separation for Speech Recognition under Realistic Single-Channel Conditions Nov 11, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Attention-based Speech Enhancement Using Human Quality Perception Modelling Mar 23, 2023 Language Modeling Language Modelling
— Unverified Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network Based Vector-to-Vector Regression Aug 4, 2020 Learning Theory regression
— Unverified DCCRN-KWS: an audio bias based model for noise robust small-footprint keyword spotting May 21, 2023 Denoising Keyword Spotting
— Unverified Deep Ad-hoc Beamforming Based on Speaker Extraction for Target-Dependent Speech Separation Dec 1, 2020 channel selection Deep Learning
— Unverified Deep Beamforming for Speech Enhancement and Speaker Localization with an Array Response-Aware Loss Function Oct 19, 2023 Speech Enhancement
— Unverified Deep Complex U-Net with Conformer for Audio-Visual Speech Enhancement Sep 20, 2023 Decoder Speech Enhancement
— Unverified A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training Nov 16, 2022 Representation Learning Speech Enhancement
— Unverified DeepFilterGAN: A Full-band Real-time Speech Enhancement System with GAN-based Stochastic Regeneration May 29, 2025 Speech Enhancement
— Unverified DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement Jun 16, 2021 Decoder Speech Enhancement
— Unverified Analysis of Noisy-target Training for DNN-based speech enhancement Nov 2, 2022 Speech Enhancement
— Unverified DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement Dec 19, 2020 Generative Adversarial Network Speech Enhancement
— Unverified Deep Interaction between Masking and Mapping Targets for Single-Channel Speech Enhancement Jun 9, 2021 Denoising Speech Enhancement
— Unverified Deep-Learning-Based Audio-Visual Speech Enhancement in Presence of Lombard Effect May 29, 2019 Speech Enhancement
— Unverified Dataset of Spatial Room Impulse Responses in a Variable Acoustics Room for Six Degrees-of-Freedom Rendering and Analysis Nov 23, 2021 Speech Enhancement
— Unverified Deep Learning Based Speech Beamforming Feb 15, 2018 Deep Learning Speech Enhancement
— Unverified A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI Mar 23, 2023 Speech Enhancement Speech Synthesis
— Unverified Deep low-latency joint speech transmission and enhancement over a gaussian channel Apr 30, 2024 Decoder Speech Enhancement
— Unverified Adversarial Feature Learning and Unsupervised Clustering based Speech Synthesis for Found Data with Acoustic and Textual Noise Apr 28, 2020 Clustering Data Augmentation
— Unverified Audio-visual End-to-end Multi-channel Speech Separation, Dereverberation and Recognition Jul 6, 2023 Speech Dereverberation Speech Enhancement
— Unverified Deep neural network Based Low-latency Speech Separation with Asymmetric analysis-Synthesis Window Pair Jun 22, 2021 Clustering Deep Clustering
— Unverified Deep neural network techniques for monaural speech enhancement: state of the art analysis Dec 1, 2022 Art Analysis Image Generation
— Unverified Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet Nov 6, 2021 Denoising Speech Enhancement
— Unverified Acoustics-guided evaluation (AGE): a new measure for estimating performance of speech enhancement algorithms for robust ASR Nov 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array Configuration for Real-Time, Low-Latency Speech Enhancement Feb 26, 2023 Attribute Speech Enhancement
— Unverified 