Leveraging Discriminative Latent Representations for Conditioning GAN-Based Speech Enhancement
Fuente:
arXiv
Saved in:
| Main Authors: | Shetu, Shrishti Saha, Habets, Emanuël A. P., Brendel, Andreas |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GAN-Based Speech Enhancement for Low SNR Using Latent Feature Conditioning
by: Shetu, Shrishti Saha, et al.
Published: (2024)
by: Shetu, Shrishti Saha, et al.
Published: (2024)
GAN-Based Multi-Microphone Spatial Target Speaker Extraction
by: Shetu, Shrishti Saha, et al.
Published: (2025)
by: Shetu, Shrishti Saha, et al.
Published: (2025)
Comparative Analysis Of Discriminative Deep Learning-Based Noise Reduction Methods In Low SNR Scenarios
by: Shetu, Shrishti Saha, et al.
Published: (2024)
by: Shetu, Shrishti Saha, et al.
Published: (2024)
Align-ULCNet: Towards Low-Complexity and Robust Acoustic Echo and Noise Reduction
by: Shetu, Shrishti Saha, et al.
Published: (2024)
by: Shetu, Shrishti Saha, et al.
Published: (2024)
Low-Complexity Neural Wind Noise Reduction for Audio Recordings
by: Eftekhari, Hesam, et al.
Published: (2025)
by: Eftekhari, Hesam, et al.
Published: (2025)
A Hybrid Approach for Low-Complexity Joint Acoustic Echo and Noise Reduction
by: Shetu, Shrishti Saha, et al.
Published: (2024)
by: Shetu, Shrishti Saha, et al.
Published: (2024)
Blind Acoustic Parameter Estimation Through Task-Agnostic Embeddings Using Latent Approximations
by: Götz, Philipp, et al.
Published: (2024)
by: Götz, Philipp, et al.
Published: (2024)
Room Impulse Response Completion Using Signal-Prediction Diffusion Models Conditioned on Simulated Early Reflections
by: Xu, Zeyu, et al.
Published: (2026)
by: Xu, Zeyu, et al.
Published: (2026)
On the Relation Between Speech Quality and Quantized Latent Representations of Neural Codecs
by: Halimeh, Mhd Modar, et al.
Published: (2025)
by: Halimeh, Mhd Modar, et al.
Published: (2025)
Ultra Low Complexity Deep Learning Based Noise Suppression
by: Shetu, Shrishti Saha, et al.
Published: (2023)
by: Shetu, Shrishti Saha, et al.
Published: (2023)
Dynamic Slimmable Networks for Efficient Speech Separation
by: Elminshawi, Mohamed, et al.
Published: (2025)
by: Elminshawi, Mohamed, et al.
Published: (2025)
Acoustic Teleportation via Disentangled Neural Audio Codec Representations
by: Grundhuber, Philipp, et al.
Published: (2025)
by: Grundhuber, Philipp, et al.
Published: (2025)
Robust Speech Activity Detection in the Presence of Singing Voice
by: Grundhuber, Philipp, et al.
Published: (2025)
by: Grundhuber, Philipp, et al.
Published: (2025)
Stereo Reproduction in the Presence of Sample Rate Offsets
by: Korse, Srikanth, et al.
Published: (2025)
by: Korse, Srikanth, et al.
Published: (2025)
Low-Resource Text-to-Speech Synthesis Using Noise-Augmented Training of ForwardTacotron
by: Lakshminarayana, Kishor Kayyar, et al.
Published: (2025)
by: Lakshminarayana, Kishor Kayyar, et al.
Published: (2025)
Sample Rate Offset Compensated Acoustic Echo Cancellation For Multi-Device Scenarios
by: Korse, Srikanth, et al.
Published: (2025)
by: Korse, Srikanth, et al.
Published: (2025)
Matching Reverberant Speech Through Learned Acoustic Embeddings and Feedback Delay Networks
by: Götz, Philipp, et al.
Published: (2025)
by: Götz, Philipp, et al.
Published: (2025)
Neural Directional Filtering with Configurable Directivity Pattern at Inference
by: Huang, Weilong, et al.
Published: (2025)
by: Huang, Weilong, et al.
Published: (2025)
Navigating PESQ: Up-to-Date Versions and Open Implementations
by: Torcoli, Matteo, et al.
Published: (2025)
by: Torcoli, Matteo, et al.
Published: (2025)
Investigation of Speech and Noise Latent Representations in Single-channel VAE-based Speech Enhancement
by: Li, Jiatong, et al.
Published: (2025)
by: Li, Jiatong, et al.
Published: (2025)
Benchmarking Neural Speech Codec Intelligibility with SITool
by: Leschanowsky, Anna, et al.
Published: (2025)
by: Leschanowsky, Anna, et al.
Published: (2025)
Conditional Latent Diffusion-Based Speech Enhancement Via Dual Context Learning
by: Zhao, Shengkui, et al.
Published: (2025)
by: Zhao, Shengkui, et al.
Published: (2025)
The Effect of Training Dataset Size on Discriminative and Diffusion-Based Speech Enhancement Systems
by: Gonzalez, Philippe, et al.
Published: (2024)
by: Gonzalez, Philippe, et al.
Published: (2024)
Data-driven Joint Detection and Localization of Acoustic Reflectors
by: Bicer, H. Nazim, et al.
Published: (2024)
by: Bicer, H. Nazim, et al.
Published: (2024)
Speech Loudness in Broadcasting and Streaming
by: Torcoli, Matteo, et al.
Published: (2024)
by: Torcoli, Matteo, et al.
Published: (2024)
VoxATtack: A Multimodal Attack on Voice Anonymization Systems
by: Aloradi, Ahmad, et al.
Published: (2025)
by: Aloradi, Ahmad, et al.
Published: (2025)
Training Strategies for Modality Dropout Resilient Multi-Modal Target Speaker Extraction
by: Korse, Srikanth, et al.
Published: (2025)
by: Korse, Srikanth, et al.
Published: (2025)
NDF+: Joint Neural Directional Filtering and Diffuse Sound Extraction
by: Huang, Weilong, et al.
Published: (2026)
by: Huang, Weilong, et al.
Published: (2026)
ArrayDPS-Refine: Generative Refinement of Discriminative Multi-Channel Speech Enhancement
by: Xu, Zhongweiyang, et al.
Published: (2026)
by: Xu, Zhongweiyang, et al.
Published: (2026)
MDDM: A Multi-view Discriminative Enhanced Diffusion-based Model for Speech Enhancement
by: Xu, Nan, et al.
Published: (2025)
by: Xu, Nan, et al.
Published: (2025)
SaD: A Scenario-Aware Discriminator for Speech Enhancement
by: Yuan, Xihao, et al.
Published: (2025)
by: Yuan, Xihao, et al.
Published: (2025)
A Hybrid Discriminative and Generative System for Universal Speech Enhancement
by: Liu, Yinghao, et al.
Published: (2026)
by: Liu, Yinghao, et al.
Published: (2026)
Neural Directional Filtering Using a Compact Microphone Array
by: Huang, Weilong, et al.
Published: (2025)
by: Huang, Weilong, et al.
Published: (2025)
Leveraging Content and Acoustic Representations for Speech Emotion Recognition
by: Dutta, Soumya, et al.
Published: (2024)
by: Dutta, Soumya, et al.
Published: (2024)
Diffusion-based Generative Modeling with Discriminative Guidance for Streamable Speech Enhancement
by: Li, Chenda, et al.
Published: (2024)
by: Li, Chenda, et al.
Published: (2024)
TripleC Learning and Lightweight Speech Enhancement for Multi-Condition Target Speech Extraction
by: Huang, Ziling
Published: (2025)
by: Huang, Ziling
Published: (2025)
A Universal Harmonic Discriminator for High-quality GAN-based Vocoder
by: Xu, Nan, et al.
Published: (2025)
by: Xu, Nan, et al.
Published: (2025)
On the Design of Diffusion-based Neural Speech Codecs
by: Foti, Pietro, et al.
Published: (2025)
by: Foti, Pietro, et al.
Published: (2025)
Learning Time-Graph Frequency Representation for Monaural Speech Enhancement
by: Wang, Tingting, et al.
Published: (2025)
by: Wang, Tingting, et al.
Published: (2025)
UBGAN: Enhancing Coded Speech with Blind and Guided Bandwidth Extension
by: Gupta, Kishan, et al.
Published: (2025)
by: Gupta, Kishan, et al.
Published: (2025)
Similar Items
-
GAN-Based Speech Enhancement for Low SNR Using Latent Feature Conditioning
by: Shetu, Shrishti Saha, et al.
Published: (2024) -
GAN-Based Multi-Microphone Spatial Target Speaker Extraction
by: Shetu, Shrishti Saha, et al.
Published: (2025) -
Comparative Analysis Of Discriminative Deep Learning-Based Noise Reduction Methods In Low SNR Scenarios
by: Shetu, Shrishti Saha, et al.
Published: (2024) -
Align-ULCNet: Towards Low-Complexity and Robust Acoustic Echo and Noise Reduction
by: Shetu, Shrishti Saha, et al.
Published: (2024) -
Low-Complexity Neural Wind Noise Reduction for Audio Recordings
by: Eftekhari, Hesam, et al.
Published: (2025)