An experiment on an automated literature survey of data-driven speech enhancement methods
Fuente:
arXiv
Saved in:
| Main Authors: | Santos, Arthur dos, Pereira, Jayr, Nogueira, Rodrigo, Masiero, Bruno, Sander-Tavallaey, Shiva, Zea, Elias |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Survey on 30+ Years of Automatic Singing Assessment and Singing Information Processing
by: Santos, Arthur N. dos, et al.
Published: (2026)
by: Santos, Arthur N. dos, et al.
Published: (2026)
Exploring the Potential of Data-Driven Spatial Audio Enhancement Using a Single-Channel Model
by: Santos, Arthur N. dos, et al.
Published: (2024)
by: Santos, Arthur N. dos, et al.
Published: (2024)
Sparse wavefield reconstruction and denoising with boostlets
by: Zea, Elias, et al.
Published: (2025)
by: Zea, Elias, et al.
Published: (2025)
Development of the Listening in Spatialized Noise-Sentences (LiSN-S) Test in Brazilian Portuguese: Presentation Software, Speech Stimuli, and Sentence Equivalence
by: Masiero, Bruno S., et al.
Published: (2024)
by: Masiero, Bruno S., et al.
Published: (2024)
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)
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)
EDTC: enhance depth of text comprehension in automated audio captioning
by: Tan, Liwen, et al.
Published: (2024)
by: Tan, Liwen, 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)
Monaural speech enhancement on drone via Adapter based transfer learning
by: Chen, Xingyu, et al.
Published: (2024)
by: Chen, Xingyu, et al.
Published: (2024)
A data-driven two-microphone method for in-situ sound absorption measurements
by: Emmerich, Leon, et al.
Published: (2025)
by: Emmerich, Leon, 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)
Using RLHF to align speech enhancement approaches to mean-opinion quality scores
by: Kumar, Anurag, et al.
Published: (2024)
by: Kumar, Anurag, et al.
Published: (2024)
Single-channel speech enhancement by using psychoacoustical model inspired fusion framework
by: Samui, Suman
Published: (2022)
by: Samui, Suman
Published: (2022)
Phoneme-based speech recognition driven by large language models and sampling marginalization
by: Ma, Te, et al.
Published: (2025)
by: Ma, Te, et al.
Published: (2025)
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)
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)
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)
Graph-based multi-Feature fusion method for speech emotion recognition
by: Liu, Xueyu, et al.
Published: (2024)
by: Liu, Xueyu, et al.
Published: (2024)
A lightweight and robust method for blind wideband-to-fullband extension of speech
by: Büthe, Jan, et al.
Published: (2024)
by: Büthe, Jan, et al.
Published: (2024)
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)
An automatic mixing speech enhancement system for multi-track audio
by: Liu, Xiaojing, et al.
Published: (2024)
by: Liu, Xiaojing, 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 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)
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)
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)
Deep, data-driven modeling of room acoustics: literature review and research perspectives
by: van Waterschoot, Toon
Published: (2025)
by: van Waterschoot, Toon
Published: (2025)
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)
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge
by: Leglaive, Simon, et al.
Published: (2024)
by: Leglaive, Simon, 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)
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)
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)
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)
Single-channel speech enhancement using learnable loss mixup
by: Chang, Oscar, et al.
Published: (2023)
by: Chang, Oscar, 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)
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)
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)
WhisperFlow: speech foundation models in real time
by: Wang, Rongxiang, et al.
Published: (2024)
by: Wang, Rongxiang, et al.
Published: (2024)
Similar Items
-
A Survey on 30+ Years of Automatic Singing Assessment and Singing Information Processing
by: Santos, Arthur N. dos, et al.
Published: (2026) -
Exploring the Potential of Data-Driven Spatial Audio Enhancement Using a Single-Channel Model
by: Santos, Arthur N. dos, et al.
Published: (2024) -
Sparse wavefield reconstruction and denoising with boostlets
by: Zea, Elias, et al.
Published: (2025) -
Development of the Listening in Spatialized Noise-Sentences (LiSN-S) Test in Brazilian Portuguese: Presentation Software, Speech Stimuli, and Sentence Equivalence
by: Masiero, Bruno S., et al.
Published: (2024) -
Towards noise-robust speech inversion through multi-task learning with speech enhancement
by: Tabatabaee, Saba, et al.
Published: (2026)