Bitwise Neural Networks for Efficient Single-Channel Source Separation

Keyphrases

• Single-channel Blind Source Separation (SCBSS) 100%
• Bitwise Neural Networks 100%
• Neural Network System 33%
• Bitwise 33%
• Neural Network 16%
• System Work 16%
• Single Channel 16%
• Performance Loss 16%
• Input Signals 16%
• Embedded Systems 16%
• Real-time Processing 16%
• Hardware Efficiency 16%
• Network Parameters 16%
• Binarization 16%
• Efficient Hardware 16%
• Bitstring 16%
• Single-channel Speech Enhancement 16%
• Boolean 16%
• Resource-constrained Environment 16%
• Deep Neural Network 16%
• Mixture Signals 16%
• Speech Denoising 16%
• Binarization Method 16%
• Value Network 16%
• Source-separation System 16%
• XNOR Operation 16%
• Ideal Binary Mask 16%

Engineering

• Single Channel 100%
• Source Separation 100%
• Tasks 66%
• Neural Network System 66%
• Performance Loss 33%
• Input Signal 33%
• Feedforward 33%
• Speech Enhancement 33%
• Network Parameter 33%
• Deep Neural Network 33%

Computer Science

• Neural Network 100%
• Source Separation 100%
• de-noising 16%
• Embedded Systems 16%
• Minimal Amount 16%
• Performance Loss 16%
• Speech Enhancement 16%
• Network Parameter 16%
• Time Processing 16%
• Constrained Environment 16%
• Deep Neural Network 16%
• binarization 16%