AIMC Topic: Sound

Clear Filters Showing 51 to 60 of 132 articles

Fast environmental sound classification based on resource adaptive convolutional neural network.

Scientific reports Apr 22, 2022
Recently, with the construction of smart city, the research on environmental sound classification (ESC) has attracted the attention of academia and industry. The development of convolutional neural network (CNN) makes the accuracy of ESC reach a high...
Attention Neural Networks, Computer Sound
View on PubMed DOI

Real-Time Sonar Fusion for Layered Navigation Controller.

Sensors (Basel, Switzerland) Apr 19, 2022
Navigation in varied and dynamic indoor environments remains a complex task for autonomous mobile platforms. Especially when conditions worsen, typical sensor modalities may fail to operate optimally and subsequently provide inapt input for safe navi...
Computer Simulation Robotics Algorithms Sound
View on PubMed DOI

Medical image segmentation model based on triple gate MultiLayer perceptron.

Scientific reports Apr 12, 2022
To alleviate the social contradiction between limited medical resources and increasing medical needs, the medical image-assisted diagnosis based on deep learning has become the research focus in Wise Information Technology of med. Most of the existin...
Electric Power Supplies Sound Image Processing, Computer-Assisted Neural Networks, Computer
View on PubMed DOI

Deep Prior Approach for Room Impulse Response Reconstruction.

Sensors (Basel, Switzerland) Apr 1, 2022
In this paper, we propose a data-driven approach for the reconstruction of unknown room impulse responses (RIRs) based on the deep prior paradigm. We formulate RIR reconstruction as an inverse problem. More specifically, a convolutional neural networ...
Neural Networks, Computer Acoustics Sound Image Processing, Computer-Assisted Algorithms
View on PubMed DOI

A Survey of Underwater Acoustic Data Classification Methods Using Deep Learning for Shoreline Surveillance.

Sensors (Basel, Switzerland) Mar 11, 2022
This paper presents a comprehensive overview of current deep-learning methods for automatic object classification of underwater sonar data for shoreline surveillance, concentrating mostly on the classification of vessels from passive sonar data and t...
Acoustics Sound Deep Learning Humans Machine Learning Neural Networks, Computer
View on PubMed DOI

Sensing Control Parameters of Flute from Microphone Sound Based on Machine Learning from Robotic Performer.

Sensors (Basel, Switzerland) Mar 7, 2022
When learning to play a musical instrument, it is important to improve the quality of self-practice. Many systems have been developed to assist practice. Some practice assistance systems use special sensors (pressure, flow, and motion sensors) to acq...
Motion Sound Robotic Surgical Procedures Humans Robotics Machine Learning
View on PubMed DOI

Large-scale recognition of natural landmarks with deep learning based on biomimetic sonar echoes.

Bioinspiration & biomimetics Feb 11, 2022
The ability to identify natural landmarks on a regional scale could contribute to the navigation skills of echolocating bats and also advance the quest for autonomy in natural environments with man-made systems. However, recognizing natural landmarks...
Humans Deep Learning Animals Biomimetics Sound Echolocation Chiroptera
View on PubMed DOI

Sound Can Help Us See More Clearly.

Sensors (Basel, Switzerland) Jan 13, 2022
In the field of video action classification, existing network frameworks often only use video frames as input. When the object involved in the action does not appear in a prominent position in the video frame, the network cannot accurately classify i...
Sound Pattern Recognition, Automated Neural Networks, Computer
View on PubMed DOI

Exploiting deep neural network and long short-term memory method-ologies in bioacoustic classification of LPC-based features.

PloS one Dec 23, 2021
The research describes the recognition and classification of the acoustic characteristics of amphibians using deep learning of deep neural network (DNN) and long short-term memory (LSTM) for biological applications. First, original data is collected ...
Anura Taiwan Neural Networks, Computer Sound Algorithms Acoustics Animals
View on PubMed DOI

Sound Event Detection by Pseudo-Labeling in Weakly Labeled Dataset.

Sensors (Basel, Switzerland) Dec 15, 2021
Weakly labeled sound event detection (WSED) is an important task as it can facilitate the data collection efforts before constructing a strongly labeled sound event dataset. Recent high performance in deep learning-based WSED's exploited using a segm...
Neural Networks, Computer Noise Sound Acoustics Hearing
View on PubMed DOI
Popular Topics
Recent Journals