The Application and Challenges of Artificial Intelligence in Audio Signal Processing
Artificial intelligence can process audio signals through intelligent algorithms and models, thereby achieving functions such as audio enhancement, recognition, and conversion. However, the application of artificial intelligence in the field of audio processing also faces some challenges. Firstly, the application of artificial intelligence in audio signal processing is analyzed from four aspects: automatic speech recognition, speech synthesis, audio denoising and enhancement, emotion recognition and audio analysis. Secondly, the challenges faced by artificial intelligence in audio signal processing are analyzed from four aspects: complexity and variability of audio signals, data acquisition and annotation issues, computing resources and efficiency issues, and privacy and security issues. Finally, countermeasures to address these challenges are analyzed in depth.
artificial intelligenceaudio signal processingspeech recognition
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