AIMC Topic: Noise

Clear Filters Showing 1 to 10 of 133 articles

End-to-end feature fusion for jointly optimized speech enhancement and automatic speech recognition.

Scientific reports Jul 2, 2025
Speech enhancement (SE) and automatic speech recognition (ASR) in real-time processing involve improving the quality and intelligibility of speech signals on the fly, ensuring accurate transcription as the speech unfolds. SE eliminates unwanted backg...
Speech Recognition Software Speech Intelligibility Speech Noise Signal Processing, Computer-Assisted Humans Algorithms
View on PubMed DOI

Moving beyond the noise: geospatial modelling of urban sound environments in a sub-Saharan African city.

Scientific reports Jul 1, 2025
Cities encompass a mixture of artificial, human, animal, and nature-based sounds, which through long and short-term exposures, can impact on physical and mental health. Yet, most epidemiological research has focused on only transportation noise, leav...
Sound Africa South of the Sahara Ghana Noise, Transportation Cities Humans Models, Theoretical Noise
View on PubMed DOI

A multi-domain collaborative denoising bearing fault diagnosis model based on dynamic inter-domain attention mechanism and noise-aware loss function.

PloS one Jun 26, 2025
Rolling bearings are the core transmission components of large-scale rotating machinery such as wind power gearboxes and aviation engines, so timely and effective monitoring and diagnosis of their status are crucial to ensure the stable operation of ...
Algorithms Deep Learning Models, Theoretical Humans Noise Signal-To-Noise Ratio
View on PubMed DOI

Automatic development of speech-in-noise hearing tests using machine learning.

Scientific reports Apr 15, 2025
Understanding speech in noisy environments is a primary challenge for individuals with hearing loss, affecting daily communication and quality of life. Traditional speech-in-noise tests are essential for screening and diagnosing hearing loss but are ...
Noise Speech Recognition Software Hearing Loss Adult Male Middle Aged Speech Perception Hearing Tests Humans Machine Learning Female
View on PubMed DOI

Influence pathways of noise exposure on people's negative emotions and health across different activity contexts: A neural network-based double machine learning approach.

Health & place Mar 30, 2025
Noise is a major global environmental issue that raises concerns about both mental and physical health. However, few studies have investigated the mediating role of emotions in the pathways linking noise exposure to health outcomes. Additionally, man...
Environmental Exposure Hong Kong Fatigue Humans Stress, Psychological Neural Networks, Computer Emotions Machine Learning Noise Female Middle Aged Adult Male Surveys and Questionnaires
View on PubMed DOI

SuperM2M: Supervised and mixture-to-mixture co-learning for speech enhancement and noise-robust ASR.

Neural networks : the official journal of the International Neural Network Society Mar 26, 2025
The current dominant approach for neural speech enhancement is based on supervised learning by using simulated training data. The trained models, however, often exhibit limited generalizability to real-recorded data. To address this, this paper inves...
Humans Speech Noise Supervised Machine Learning Neural Networks, Computer Algorithms Deep Learning
View on PubMed DOI

Endpoint-aware audio-visual speech enhancement utilizing dynamic weight modulation based on SNR estimation.

Neural networks : the official journal of the International Neural Network Society Jan 11, 2025
Integrating visual features has been proven effective for deep learning-based speech quality enhancement, particularly in highly noisy environments. However, these models may suffer from redundant information, resulting in performance deterioration w...
Humans Neural Networks, Computer Speech Perception Sound Spectrography Deep Learning Voice Signal-To-Noise Ratio Speech Sound Recordings Speech Intelligibility Noise
View on PubMed DOI

Machine learning-based urban noise appropriateness evaluation method and driving factor analysis.

PloS one Dec 23, 2024
The evaluation of urban noise suitability is crucial for urban environmental management. Efficient and cost-effective methods for obtaining noise distribution data are of great interest. This study introduces various machine learning methods and appl...
Environmental Monitoring Algorithms Humans Noise China Machine Learning Factor Analysis, Statistical Cities
View on PubMed DOI

Forecasting air pollution with deep learning with a focus on impact of urban traffic on PM10 and noise pollution.

PloS one Dec 10, 2024
Air pollution constitutes a significant worldwide environmental challenge, presenting threats to both our well-being and the purity of our food supply. This study suggests employing Recurrent Neural Network (RNN) models featuring Long Short-Term Memo...
Environmental Monitoring Humans Noise Neural Networks, Computer Air Pollutants COVID-19 Forecasting Deep Learning Cities Air Pollution Particulate Matter Vehicle Emissions
View on PubMed DOI

MosquitoSong+: A noise-robust deep learning model for mosquito classification from wingbeat sounds.

PloS one Oct 30, 2024
In order to assess risk of mosquito-vector borne disease and to effectively target and monitor vector control efforts, accurate information about mosquito vector population densities is needed. The traditional and still most common approach to this i...
Wings, Animal Sound Mosquito Vectors Flight, Animal Female Deep Learning Animals Culicidae Male Noise
View on PubMed DOI
Popular Topics
Recent Journals