




· Whole house voice control system
· Intelligent management of multi-room audio
· Home Security Sound Recognition
· Voice monitoring for the elderly and children
· Real-time music recognition and classification
· Intelligent analysis of music style
· Music Transformation & Orchestration
· Audio feature extraction analysis
· Real-time voice changing
· Professional sound processing
· Sound cloning and synthesis
· Audio beautification enhancements
· Intelligent noise reduction of the conference system
· Intelligently optimize the sound quality of live broadcasts
· Intelligent analysis of audio content
· Multi-track audio mixing processing
· Real-time audio response experience is improved
· The fluency of user interaction has been significantly improved
· The battery life of the device has been greatly improved
· The operation and maintenance costs are effectively reduced
· Product functions continue to be upgraded
· Market adaptability remains ahead of the curve
· Audio processing performance has been greatly improved
· Hardware acceleration of professional-grade audio algorithms
·General-purpose NPU, insufficient audio optimization
·Development tools are missing, and programming is difficult
·Single-model operation with limited functionality
·The software ecosystem is imperfect and the development cycle is long
·CPU-only processing, performance is severely limited
·AI inference is extremely slow
·Power efficiency is low
·No dedicated audio acceleration capabilities
·Dedicated audio AI coprocessor
·A complete software inference framework
·Multi-model parallel processing
·Simplify development and deploy quickly