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Institute of Software, Chinese Academy of Sciences
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Achieving over 82% accuracy in decoding large-vocabulary Chinese sentences from non-invasive EEG could revolutionize communication for individuals with severe speech impairments.
Zero-shot adaptation can reduce word error rates by over 0.6% while achieving nearly 10 times faster real-time processing for elderly speech recognition.
Speaker adaptive training combined with confidence-guided pseudo-labeling leads to substantial gains in elderly speech recognition accuracy, outperforming conventional methods.
