Using RLHF to align speech enhancement approaches to mean-opinion quality scores
Fuente:
arXiv
Saved in:
| Main Authors: | Kumar, Anurag, Perrault, Andrew, Williamson, Donald S. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From the perspective of perceptual speech quality: The robustness of frequency bands to noise
by: Fan, Junyi, et al.
Published: (2025)
by: Fan, Junyi, et al.
Published: (2025)
An adaptive filter bank based neural network approach for time delay estimation and speech enhancement
by: Ma, Lu
Published: (2025)
by: Ma, Lu
Published: (2025)
Towards noise-robust speech inversion through multi-task learning with speech enhancement
by: Tabatabaee, Saba, et al.
Published: (2026)
by: Tabatabaee, Saba, et al.
Published: (2026)
A two-step approach for speech enhancement in low-SNR scenarios using cyclostationary beamforming and DNNs
by: Bologni, Giovanni, et al.
Published: (2026)
by: Bologni, Giovanni, et al.
Published: (2026)
TTS-CtrlNet: Time varying emotion aligned text-to-speech generation with ControlNet
by: Jeong, Jaeseok, et al.
Published: (2025)
by: Jeong, Jaeseok, et al.
Published: (2025)
Unsupervised speech enhancement with spectral kurtosis and double deep priors
by: Ohnaka, Hien, et al.
Published: (2024)
by: Ohnaka, Hien, et al.
Published: (2024)
SPGM: Prioritizing Local Features for enhanced speech separation performance
by: Yip, Jia Qi, et al.
Published: (2023)
by: Yip, Jia Qi, et al.
Published: (2023)
Inter-channel Conv-TasNet for multichannel speech enhancement
by: Lee, Dongheon, et al.
Published: (2021)
by: Lee, Dongheon, et al.
Published: (2021)
Monaural speech enhancement on drone via Adapter based transfer learning
by: Chen, Xingyu, et al.
Published: (2024)
by: Chen, Xingyu, et al.
Published: (2024)
GDiffuSE: Diffusion-based speech enhancement with noise model guidance
by: Yanir, Efrayim, et al.
Published: (2025)
by: Yanir, Efrayim, et al.
Published: (2025)
Modeling strategies for speech enhancement in the latent space of a neural audio codec
by: Kammoun, Sofiene, et al.
Published: (2025)
by: Kammoun, Sofiene, et al.
Published: (2025)
Single-channel speech enhancement by using psychoacoustical model inspired fusion framework
by: Samui, Suman
Published: (2022)
by: Samui, Suman
Published: (2022)
Deep low-latency joint speech transmission and enhancement over a gaussian channel
by: Bokaei, Mohammad, et al.
Published: (2024)
by: Bokaei, Mohammad, et al.
Published: (2024)
The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement
by: Leglaive, Simon, et al.
Published: (2023)
by: Leglaive, Simon, et al.
Published: (2023)
Configurable EBEN: Extreme Bandwidth Extension Network to enhance body-conducted speech capture
by: Hauret, Julien, et al.
Published: (2023)
by: Hauret, Julien, et al.
Published: (2023)
FINALLY: fast and universal speech enhancement with studio-like quality
by: Babaev, Nicholas, et al.
Published: (2024)
by: Babaev, Nicholas, et al.
Published: (2024)
A contrastive-learning approach for auditory attention detection
by: Bajestan, Seyed Ali Alavi, et al.
Published: (2024)
by: Bajestan, Seyed Ali Alavi, et al.
Published: (2024)
KS-Net: Multi-band joint speech restoration and enhancement network for 2024 ICASSP SSI Challenge
by: Yu, Guochen, et al.
Published: (2024)
by: Yu, Guochen, et al.
Published: (2024)
A lightweight dual-stage framework for personalized speech enhancement based on DeepFilterNet2
by: Serre, Thomas, et al.
Published: (2024)
by: Serre, Thomas, et al.
Published: (2024)
Transferable speech-to-text large language model alignment module
by: Wu, Boyong, et al.
Published: (2024)
by: Wu, Boyong, et al.
Published: (2024)
An automatic mixing speech enhancement system for multi-track audio
by: Liu, Xiaojing, et al.
Published: (2024)
by: Liu, Xiaojing, et al.
Published: (2024)
Real-time multichannel deep speech enhancement in hearing aids: Comparing monaural and binaural processing in complex acoustic scenarios
by: Westhausen, Nils L., et al.
Published: (2024)
by: Westhausen, Nils L., et al.
Published: (2024)
Ambisonics Networks -- The Effect Of Radial Functions Regularization
by: Shaybet, Bar, et al.
Published: (2024)
by: Shaybet, Bar, et al.
Published: (2024)
On the relationship between speech and hearing
by: Umesh, Srinivasan, et al.
Published: (2024)
by: Umesh, Srinivasan, et al.
Published: (2024)
Throat and acoustic paired speech dataset for deep learning-based speech enhancement
by: Kim, Yunsik, et al.
Published: (2025)
by: Kim, Yunsik, et al.
Published: (2025)
Robust fine-tuning of speech recognition models via model merging: application to disordered speech
by: Ducorroy, Alexandre, et al.
Published: (2025)
by: Ducorroy, Alexandre, et al.
Published: (2025)
Learnings from curating a trustworthy, well-annotated, and useful dataset of disordered English speech
by: Jiang, Pan-Pan, et al.
Published: (2024)
by: Jiang, Pan-Pan, et al.
Published: (2024)
Spectral oversubtraction? An approach for speech enhancement after robot ego speech filtering in semi-real-time
by: Li, Yue, et al.
Published: (2024)
by: Li, Yue, et al.
Published: (2024)
Effects of automotive microphone frequency response characteristics and noise conditions on speech and ASR quality -- an experimental evaluation
by: Buccoli, Michele, et al.
Published: (2025)
by: Buccoli, Michele, et al.
Published: (2025)
CTC-TTS: LLM-based dual-streaming text-to-speech with CTC alignment
by: Liu, Hanwen, et al.
Published: (2026)
by: Liu, Hanwen, et al.
Published: (2026)
PiCoGen2: Piano cover generation with transfer learning approach and weakly aligned data
by: Tan, Chih-Pin, et al.
Published: (2024)
by: Tan, Chih-Pin, et al.
Published: (2024)
Improved direction of arrival estimations with a wearable microphone array for dynamic environments by reliability weighting
by: Mitchell, Daniel A., et al.
Published: (2024)
by: Mitchell, Daniel A., et al.
Published: (2024)
An interpretable speech foundation model for depression detection by revealing prediction-relevant acoustic features from long speech
by: Deng, Qingkun, et al.
Published: (2024)
by: Deng, Qingkun, et al.
Published: (2024)
Fine-Tuning Text-to-Speech Diffusion Models Using Reinforcement Learning with Human Feedback
by: Chen, Jingyi, et al.
Published: (2025)
by: Chen, Jingyi, et al.
Published: (2025)
RaD-Net 2: A causal two-stage repairing and denoising speech enhancement network with knowledge distillation and complex axial self-attention
by: Liu, Mingshuai, et al.
Published: (2024)
by: Liu, Mingshuai, et al.
Published: (2024)
Probing mental health information in speech foundation models
by: de Gennes, Marc, et al.
Published: (2024)
by: de Gennes, Marc, et al.
Published: (2024)
On the effectiveness of enrollment speech augmentation for Target Speaker Extraction
by: Li, Junjie, et al.
Published: (2024)
by: Li, Junjie, et al.
Published: (2024)
WhisperFlow: speech foundation models in real time
by: Wang, Rongxiang, et al.
Published: (2024)
by: Wang, Rongxiang, et al.
Published: (2024)
Distilling a speech and music encoder with task arithmetic
by: Ritter-Gutierrez, Fabian, et al.
Published: (2025)
by: Ritter-Gutierrez, Fabian, et al.
Published: (2025)
CORN: Co-Trained Full- And No-Reference Speech Quality Assessment
by: Manocha, Pranay, et al.
Published: (2023)
by: Manocha, Pranay, et al.
Published: (2023)
Similar Items
-
From the perspective of perceptual speech quality: The robustness of frequency bands to noise
by: Fan, Junyi, et al.
Published: (2025) -
An adaptive filter bank based neural network approach for time delay estimation and speech enhancement
by: Ma, Lu
Published: (2025) -
Towards noise-robust speech inversion through multi-task learning with speech enhancement
by: Tabatabaee, Saba, et al.
Published: (2026) -
A two-step approach for speech enhancement in low-SNR scenarios using cyclostationary beamforming and DNNs
by: Bologni, Giovanni, et al.
Published: (2026) -
TTS-CtrlNet: Time varying emotion aligned text-to-speech generation with ControlNet
by: Jeong, Jaeseok, et al.
Published: (2025)