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[HTML][HTML] EnViTSA: ensemble of vision transformer with SpecAugment for acoustic event classification
Recent successes in deep learning have inspired researchers to apply deep neural
networks to Acoustic Event Classification (AEC). While deep learning methods can train …
networks to Acoustic Event Classification (AEC). While deep learning methods can train …
Toward the definition of a soundscape ranking index (SRI) in an Urban Park using machine learning techniques
The goal of estimating a soundscape index, aimed at evaluating the contribution of the
environmental sound components, is to provide an accurate “acoustic quality” assessment of …
environmental sound components, is to provide an accurate “acoustic quality” assessment of …
Analysis and acoustic event classification of environmental data collected in a citizen science project
Citizen science can serve as a tool to obtain information about changes in the soundscape.
One of the challenges of citizen science projects is the processing of data gathered by the …
One of the challenges of citizen science projects is the processing of data gathered by the …
Cosmopolite sound monitoring (cosmo): A study of urban sound event detection systems generalizing to multiple cities
Measuring noise in cities and automatically identifying the corresponding sound sources are
a crucial challenge for policymakers. Indeed, such information helps addressing noise …
a crucial challenge for policymakers. Indeed, such information helps addressing noise …
Biases in Ecoacoustics Analysis: A Protocol to Equalize Audio Recorders
A Potenza, V Zaffaroni-Caorsi… - Sensors (Basel …, 2024 - pmc.ncbi.nlm.nih.gov
Eco-acoustic indices allow us to rapidly evaluate habitats and ecosystems and derive
information about anthropophonic impacts. However, it is proven that indices' values and …
information about anthropophonic impacts. However, it is proven that indices' values and …
SALT: Standardized Audio event Label Taxonomy
Machine listening systems often rely on fixed taxonomies to organize and label audio data,
key for training and evaluating deep neural networks (DNNs) and other supervised …
key for training and evaluating deep neural networks (DNNs) and other supervised …
[PDF][PDF] Automatic detection of cow vocalizations using convolutional neural networks
E Vidana-Vila, J Malé, M Freixes… - Proc. Detection and …, 2023 - dcase.community
The well-being of animals holds significant importance in our society. Apart from the ethical
concerns, recent studies have highlighted the correlation of animal growth, reproductive …
concerns, recent studies have highlighted the correlation of animal growth, reproductive …
Ranking of urban brand influence based on social media comment mining
Y Li, Z Lv - Mathematical Problems in Engineering, 2022 - Wiley Online Library
Social media reviews play an increasingly important role in ranking the influence of urban
brands. In this study, the public social media review database is mined, and a regression …
brands. In this study, the public social media review database is mined, and a regression …
[PDF][PDF] Aggregate or Separate: Learning From Multi-Annotator Noisy Labels for Best Classification Performance
I Martín-Morató, P Ahokas… - Workshop on Detection …, 2023 - researchportal.tuni.fi
While there is the saying of two heads are better than one, having multiple opinions brings
the problem of finding a common ground. For data, multiple annotator opinions are usually …
the problem of finding a common ground. For data, multiple annotator opinions are usually …
Towards Measuring and Forecasting Noise Exposure at the VELTINS-Arena in Gel senkirchen, Germany
P Ngamthipwatthana, M Götze, A Kátai… - 2024 IEEE 5th …, 2024 - ieeexplore.ieee.org
Urban environments often subject residents to noise levels that pose significant health risks,
including hearing loss, sleep disturbances, and decreased cognitive function. To address …
including hearing loss, sleep disturbances, and decreased cognitive function. To address …