Real-Time Response Optimization in Speech Interaction: A Mixed-Signal Processing Solution Incorporating C++ and DSPs
Aiming at the high real-time requirements of mobile devices, smart home and medical terminals, this paper proposes a mixed-signal processing scheme with C++ and DSP synergy, and designs an end-to-end framework to reduce the delay from feature extraction to instruction parsing. Experimental results show that the response time under typical instructions is reduced by about 34 % compared with existing schemes. The scheme follows the secure coding specification and adopts a modular sandboxing mechanism to prevent signal injection attacks, providing a reference paradigm for high real-time and high-security scenarios such as in-vehicle voice and remote control.
Authors
- Xianghong Ma (ORCID: https://orcid.org/0000-0003-4957-2942)
- Huangyin Chen
- Jiawen Li (ORCID: https://orcid.org/0000-0002-8586-9535)
- Y.F. Mao
Institutions
- Johns Hopkins University (US)
Publication Details
- Published
- 2025-06-27
- DOI
- https://doi.org/10.1109/icaita67588.2025.11137915
- Citations
- 2
- Primary Topic
- Speech and Audio Processing
- Type
- article
- Field-Weighted Citation Impact
- 2.97