Graph-Enhanced Dual-Stream Feature Fusion with Pre-Trained Model for Acoustic Traffic Monitoring

S Fan, F **ao, W Wang, S Qi, Q Zhu, W Wang… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Microphone array techniques are widely used in sound source localization and smart city
acoustic-based traffic monitoring, but these applications face significant challenges due to …

[PDF][PDF] ACOUSTIC-BASED TRAFFIC MONITORING WITH NEURAL NETWORK TRAINED BY MATCHING LOSS FOR RANKING FUNCTION

T Takahashi, N Ueno, Y Kinoshita, Y Wakabayashi‏ - dcase.community
In this study, we propose an effective loss function for training neural networks (NNs) in
acoustic-based traffic monitoring. This task involves estimating the number of vehicles from a …

[معلومات الإصدار][C] Kis számításigényű gépjárműdetektáló algoritmus akusztikus forgalom monitorozáshoz= Vehicle detection algorithm with low computational …

L Kovács, I Pintér - GRADUS, 2024