CASE: CNN Acceleration for Speech-Classification in Edge-Computing

Keyphrases

• Convolutional Neural Network 100%
• Edge Computing 100%
• Convolutional Neural Network Accelerator 100%
• Speech Classification 100%
• Number of Parameters 66%
• System-on-chip 66%
• Operation number 66%
• IoT Devices 66%
• Edge Computing Devices 66%
• High Performance 33%
• Daily Life 33%
• Computational Cost 33%
• Application-oriented 33%
• Computationally Expensive 33%
• Audio Signal 33%
• Robust Solution 33%
• Hardware Accelerator 33%
• Speech Commands 33%
• Cloud Server 33%
• Machine Learning Algorithms 33%
• Validation Accuracy 33%
• AI Applications 33%
• Efficient Extraction 33%
• Neural Network Performance 33%
• Lightweight Model 33%
• Speech Command Classification 33%
• Speech Recognition Engine 33%
• Computational Latency 33%
• Inference Latency 33%
• Scalable Solutions 33%
• State-of-the-art Performance 33%
• Edge Server 33%
• Speech Interface 33%
• Low-Power Edge Device 33%
• Low-power IoT 33%

Computer Science

• Edge Computing 100%
• Convolutional Neural Network 100%
• Internet-Of-Things 60%
• Computing Device 40%
• Network Performance 20%
• Computational Cost 20%
• Performing Network 20%
• Speech Recognition 20%
• Hardware Accelerator 20%
• Art Performance 20%
• Machine Learning Algorithm 20%
• Edge Server 20%
• Artificial Intelligence 20%
• Field Programmable Gate Array 20%