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https://www.kaggle.com/datasets/dongma878/clearspeech Speech Enhancement Dataset | Kaggle Speech Enhancement Dataset with In-ear and Out-ear Microphones speech enhancement dataset kaggle https://uol.de/en/mediphysics-acoustics/sigproc/research/code-examples/multi-frame-speech-enhancement Multi-Frame Speech Enhancement // University of Oldenburg multi frame speech enhancement university of oldenburg https://www.amazon.science/publications/efficient-trainable-front-ends-for-neural-speech-enhancement Efficient trainable front-ends for neural speech enhancement - Amazon Science Many neural speech enhancement and source separation systems operate in the time-frequency domain. Such models often benefit from making their Short-Time... front ends speech enhancement efficient trainable neural https://www.southampton.ac.uk/research/projects/speech-enhancement-in-the-neural-space Speech Enhancement in the Neural Space | University of Southampton Speech Enhancement in the Neural Space. speech enhancement in the university of neural space https://www.sintef.no/en/publications/publication/0198cc6517f6-685284e8-eeea-4827-be30-834c5b72bdff/ Subjective intelligibility of deep neural network-based speech enhancement - SINTEF deep neural network speech enhancement subjective intelligibility based https://www.analyticsvidhya.com/blog/2022/03/audio-denoiser-a-speech-enhancement-deep-learning-model/ Audio Denoiser: A Speech Enhancement Deep Learning Model Mar 1, 2024 - In this article, we will learn Audio Denoiser, how to remove the noises at the sender end by using a deep learning model. a speech deep learning audio denoiser enhancement https://openreview.net/forum?id=YK4VZIo382&referrer=%5Bthe%20profile%20of%20K%20R%20Prajwal%5D(%2Fprofile%3Fid%3D~K_R_Prajwal1) Visual Speech Enhancement Without A Real Visual Stream | OpenReview In this work, we re-think the task of speech enhancement in unconstrained real-world environments. Current state- of-the-art methods use only the audio stream... speech enhancement visual without real stream https://www.sintef.no/en/publications/publication/0198cc64bc42-737160f0-acff-4b23-938a-8372a1556e42/ Subjective Intelligibility of Deep Neural Network-Based Speech Enhancement - SINTEF deep neural network speech enhancement subjective intelligibility based https://www.sintef.no/en/publications/publication/0198cc3cdff9-034441a7-535d-487d-89fb-eb026f5e8e7d/ Subjective intelligibility of deep neural network-based speech enhancement - SINTEF deep neural network speech enhancement subjective intelligibility based https://deepai.org/publication/dual-branch-attention-in-attention-transformer-for-single-channel-speech-enhancement Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement | DeepAI Oct 13, 2021 - 10/13/21 - Curriculum learning begins to thrive in the speech enhancement area, which decouples the original spectrum estimation task into mu... single channel speech enhancement dual branch attention https://expressyourselfslp.com/ Express yourself - Speech Enhancement Experts Jul 29, 2025 - Speech Language Pathology express yourself speech enhancement experts https://uol.de/en/sigproc/research/audio-demos/multi-frame-speech-enhancement Multi-Frame Speech Enhancement // University of Oldenburg multi frame speech enhancement university of oldenburg https://openreview.net/forum?id=SkeRTsAcYm Phase-Aware Speech Enhancement with Deep Complex U-Net | OpenReview This paper proposes a novel complex masking method for speech enhancement along with a loss function for efficient phase estimation. speech enhancement u net phase aware deep https://www.amazon.science/publications/scalable-and-efficient-speech-enhancement-using-modified-cold-diffusion-a-residual-learning-approach Scalable and efficient speech enhancement using modified cold diffusion: A residual learning... We introduce flexibility to the supervised learning-based speech enhancement framework to achieve scalable and efficient speech enhancement (SESE). To this... speech enhancement https://www.amazon.science/tag/speech-enhancement Speech enhancement - Amazon Science speech enhancement amazon science https://deepai.org/publication/a-time-domain-monaural-speech-enhancement-with-recursive-learning A Time-domain Monaural Speech Enhancement with Recursive Learning | DeepAI Mar 22, 2020 - 03/22/20 - In this paper, we propose a type of neural network with recursive learning in the time domain called RTNet for monaural speech enh... a time speech enhancement with recursive domain monaural https://www.sintef.no/en/publications/publication/0198cc7a5f1c-7b43a37a-4d1b-414e-bf72-e104e97c6751/ Evaluating Speech Enhancement Systems Through Listening Effort - SINTEF speech enhancement evaluating systems listening effort https://openreview.net/forum?id=rv5LuElUic&referrer=%5Bthe%20profile%20of%20Timo%20Gerkmann%5D(%2Fprofile%3Fid%3D~Timo_Gerkmann1) Diffusion-based Speech Enhancement: Demonstration of Performance and Generalization | OpenReview This demo presents advanced techniques in speech enhancement using deep generative models. It highlights the generalization capabilities of score-based... speech enhancement diffusion based demonstration performance https://arxiv.org/abs/2409.03377v4 [2409.03377v4] aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio Abstract page for arXiv paper 2409.03377v4: aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio https://deepai.org/publication/normalized-features-for-improving-the-generalization-of-dnn-based-speech-enhancement Normalized Features for Improving the Generalization of DNN Based Speech Enhancement | DeepAI Sep 7, 2017 - 09/07/17 - Enhancing noisy speech is an important task to restore its quality and to improve its intelligibility. In traditional non-machine-... https://deepai.org/publication/tensor-to-vector-regression-for-multi-channel-speech-enhancement-based-on-tensor-train-network Tensor-to-Vector Regression for Multi-channel Speech Enhancement based on Tensor-Train Network |... Feb 3, 2020 - 02/03/20 - We propose a tensor-to-vector regression approach to multi-channel speech enhancement in order to address the issue of input size ... https://deepai.org/publication/t-gsa-transformer-with-gaussian-weighted-self-attention-for-speech-enhancement T-GSA: Transformer with Gaussian-weighted self-attention for speech enhancement | DeepAI Oct 13, 2019 - 10/13/19 - Transformer neural networks (TNN) demonstrated state-of-art performance on many natural language processing (NLP) tasks, replacing... https://deepai.org/publication/resource-efficient-speech-mask-estimation-for-multi-channel-speech-enhancement Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement | DeepAI Jul 22, 2020 - 07/22/20 - While machine learning techniques are traditionally resource intensive, we are currently witnessing an increased interest in hardw... resource efficient multi channel speech mask estimation https://openreview.net/forum?id=JemK_-Vb1HM&referrer=%5Bthe%20profile%20of%20Vasu%20Agrawal%5D(%2Fprofile%3Fid%3D~Vasu_Agrawal1) Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis | OpenReview Since facial actions such as lip movements contain significant information about speech content, it is not surprising that audio-visual speech enhancement... audio visual speech codecs rethinking enhancement https://www.mdpi.com/2624-6120/2/3/27 Robustness and Sensitivity Tuning of the Kalman Filter for Speech Enhancement Inaccurate estimates of the linear prediction coefficient (LPC) and noise variance introduce bias in Kalman filter (KF) gain and degrade speech enhancement... the kalman filter robustness sensitivity tuning https://arxiv.org/html/2407.13333v1 Using Speech Foundational Models in Loss Functions for Hearing Aid Speech Enhancement This work was... https://openreview.net/forum?id=21MAX9LZ0P&referrer=%5Bthe%20profile%20of%20Yashas%20Malur%20Saidutta%5D(%2Fprofile%3Fid%3D~Yashas_Malur_Saidutta1) Leveraging Self-Supervised Speech Representations for Domain Adaptation in Speech Enhancement |... Deep learning based speech enhancement (SE) approaches could suffer from performance degradation due to mismatch between training and testing environments. A... self supervised domain adaptation leveraging speech representations https://deepai.org/publication/characterizing-speech-adversarial-examples-using-self-attention-u-net-enhancement Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement | DeepAI Mar 31, 2020 - 03/31/20 - Recent studies have highlighted adversarial examples as ubiquitous threats to the deep neural network (DNN) based speech recogniti... adversarial examples self attention u net characterizing speech https://www.amazon.science/publications/real-time-stereo-speech-enhancement-with-spatial-cue-preservation-based-on-dual-path-structure Real-time stereo speech enhancement with spatial-cue preservation based on dual-path structure -... We introduce a real-time, multichannel speech enhancement algorithm which maintains the spatial cues of stereo recordings including two speech sources.... https://www.atlantis-press.com/proceedings/meic-14/15250 A New Improved Algorithm Of Speech Enhancement Based On MCRA And Noncausal A Priori SNR Estimator |... In view of the Minimum Mean Square Error of Log-Spectral Amplitude estimator (MMSE-LSA) noise power spectrum estimation algorithm does not adapt to the actual... https://www.easychair.org/publications/keyword/pdFd Keyword: speech enhancement keyword speech enhancement https://clearbuds.cs.washington.edu/ ClearBuds: Wireless Binaural Earbuds for Learning-based Speech Enhancement ClearBuds is a new set of earbuds that uses mobile machine learning to remove unwanted noise from your phone calls. It was developed by researchers at the... for learning wireless binaural earbuds based https://arxiv.org/abs/2509.15952v1 [2509.15952v1] Compose Yourself: Average-Velocity Flow Matching for One-Step Speech Enhancement Abstract page for arXiv paper 2509.15952v1: Compose Yourself: Average-Velocity Flow Matching for One-Step Speech Enhancement https://arxiv.org/abs/2501.11274 [2501.11274] SEF-PNet: Speaker Encoder-Free Personalized Speech Enhancement with Local and Global... Abstract page for arXiv paper 2501.11274: SEF-PNet: Speaker Encoder-Free Personalized Speech Enhancement with Local and Global Contexts Aggregation