VoiceBank-DEMAND

VoiceBank-DEMAND is a dataset used to evaluate speech quality by providing diverse audio samples with corresponding perceptual mean opinion scores (MOS).

Papers using VoiceBank-DEMAND (48)

Mp-senet: A Speech Enhancement Model With Parallel Denoising Of Magnitude And Phase Spectra2023 · 116 citesInvestigating Self-supervised Learning For Speech Enhancement And Separation2022 · 61 citesA Multi-dimensional Deep Structured State Space Approach To Speech Enhancement Using Small-footprint Models2023 · 16 citesExploiting Consistency-preserving Loss And Perceptual Contrast Stretching To Boost Ssl-based Speech Enhancement2024 · 7 citesPrimeK-Net: Multi-scale Spectral Learning via Group Prime-Kernel Convolutional Neural Networks for Single Channel Speech Enhancement2025 · 7 citesSingle-channel Speech Enhancement With Deep Complex U-networks And Probabilistic Latent Space Models2023 · 5 citesZipenhancer: Dual-path Down-up Sampling-based Zipformer For Monaural Speech Enhancement2025 · 3 citesBSS-CFFMA: Cross-domain Feature Fusion And Multi-attention Speech Enhancement Network Based On Self-supervised Embedding2024 · 3 citesZipEnhancer: Dual-Path Down-Up Sampling-based Zipformer for Monaural Speech Enhancement2025 · 3 citesPosterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement2025 · 2 citesMagnitude-phase Dual-path Speech Enhancement Network Based On Self-supervised Embedding And Perceptual Contrast Stretch Boosting2025 · 1 citesxLSTM-SENet: xLSTM for Single-Channel Speech Enhancement2025 · 2 citesEffective Noise-aware Data Simulation For Domain-adaptive Speech Enhancement Leveraging Dynamic Stochastic Perturbation2024 · 2 citesMagnitude-Phase Dual-Path Speech Enhancement Network based on Self-Supervised Embedding and Perceptual Contrast Stretch Boosting2025 · 1 citesFew-Shot and Pseudo-Label Guided Speech Quality Evaluation with Large Language Models2026Speech Enhancement Based on Drifting Models2026Diffusion-based Frameworks for Unsupervised Speech Enhancement2026Beyond Performance: Probing Representation Dynamics In Speech Enhancement Models2025I-DCCRN-VAE: An Improved Deep Representation Learning Framework for Complex VAE-based Single-channel Speech Enhancement2025MeanFlowSE: one-step generative speech enhancement via conditional mean flow2025Investigation of Speech and Noise Latent Representations in Single-channel VAE-based Speech Enhancement2025EffiFusion-GAN: Efficient Fusion Generative Adversarial Network for Speech Enhancement2025Robust One-step Speech Enhancement via Consistency Distillation2025Do We Need EMA for Diffusion-Based Speech Enhancement? Toward a Magnitude-Preserving Network Architecture2025aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio2024MUSE: Flexible Voiceprint Receptive Fields And Multi-path Fusion Enhanced Taylor Transformer For U-net-based Speech Enhancement2024 · 11 citesThlnet: Two-stage Heterogeneous Lightweight Network For Monaural Speech Enhancement2023 · 1 citesA Neural Denoising Vocoder For Clean Waveform Generation From Noisy Mel-spectrogram Based On Amplitude And Phase Predictions2024A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem2022 · 2 citesMP-SENet: A Speech Enhancement Model with Parallel Denoising of Magnitude and Phase Spectra2023 · 2 citesSCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks2022 · 1 citesDiffusion-based Generative Speech Source Separation2022 · 1 citesTHLNet: two-stage heterogeneous lightweight network for monaural speech enhancement2023 · 1 citesA Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models2023 · 1 citesAn Investigation of Incorporating Mamba for Speech Enhancement2024 · 1 citesSpeech enhancement deep-learning architecture for efficient edge processing2024 · 1 citesBSS-CFFMA: Cross-Domain Feature Fusion and Multi-Attention Speech Enhancement Network based on Self-Supervised Embedding2024 · 1 citesTridentSE: Guiding Speech Enhancement with 32 Global Tokens2022Cold Diffusion for Speech Enhancement2022Efficient Monaural Speech Enhancement using Spectrum Attention Fusion2023Spiking Structured State Space Model for Monaural Speech Enhancement2023MUSE: Flexible Voiceprint Receptive Fields and Multi-Path Fusion Enhanced Taylor Transformer for U-Net-based Speech Enhancement2024Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-based Speech Enhancement2024Effective Noise-aware Data Simulation for Domain-adaptive Speech Enhancement Leveraging Dynamic Stochastic Perturbation2024Speech-Declipping Transformer with Complex Spectrogram and Learnerble Temporal Features2024A Neural Denoising Vocoder for Clean Waveform Generation from Noisy Mel-Spectrogram based on Amplitude and Phase Predictions2024From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology2024Single-Channel Speech Enhancement with Deep Complex U-Networks and Probabilistic Latent Space Models2023