Enhanced Sound Recognition and Classification Through Spectrogram Analysis, MEMS Sensors, and PyTorch: A Comprehensive Approach.
Alexandros SpourniasNikolaos NanosEvanthia FaliagkaChristos P. AntonopoulosNikolaos S. VorosGiorgos KeramidasPublished in: CollaborateCom (1) (2023)
Keyphrases
- pattern analysis
- pattern recognition
- classification accuracy
- unsupervised learning
- object classification
- automatic recognition
- feature extraction
- real time
- classification systems
- pattern classification
- sensor networks
- neural network
- handwritten digits
- feature analysis
- low error rates
- automatic classification
- correct recognition
- activity recognition
- support vector machine svm
- statistical analysis
- image classification
- feature space
- preprocessing
- support vector
- decision trees
- computer vision
- machine learning
- recognition rate
- classification algorithm
- data acquisition
- mobile robot
- image analysis
- object recognition
- video sequences
- training data