Small-Footprint Keyword Spotting on Raw Audio Data with Sinc-Convolutions

Keyphrases

• Memory Footprint 100%
• Smart Devices 100%
• Small Footprint 100%
• Audio Data 100%
• Keyword Spotting 100%
• Sinc Convolution 100%
• Raw Audio 100%
• Classification Accuracy 50%
• Data Transfer 50%
• User Interaction 50%
• Neural Network 50%
• Power Consumption 50%
• Execution Time 50%
• Parametrized 50%
• Power Consumed 50%
• Real-time Capability 50%
• End-to-end Architecture 50%
• Depthwise Separable Convolution 50%
• Spectral Features 50%
• Energy Consumption Reduction 50%
• Memory Consumption 50%
• Always-on 50%
• Acoustic Features 50%
• Battery Powered Applications 50%
• Speech-based 50%
• Speech Commands 50%
• Google Speech 50%
• Audio Preprocessing 50%
• Hardware Efficiency 50%

Computer Science

• Smart Device 100%
• Memory Footprint 100%
• User Interaction 50%
• Neural Network 50%
• Power Consumption 50%
• Application Scenario 50%
• Execution Time 50%
• Memory Consumption 50%
• Hardware Resource 50%
• Resource Consumption 50%
• Classification Accuracy 50%
• Spectral Feature 50%
• Reduce Power Consumption 50%
• Acoustic Feature 50%
• Depthwise Separable Convolution 50%