AdaptoNet Achieves High Accuracy in Multi-Speaker Recognition Using Hybrid Optimization
AdaptoNet achieved 99 percent accuracy on a 101-speaker speech dataset and demonstrated robust generalization on the AMI Meeting Corpus using ...
Tag: speech processing
AI Model Scores College Spoken English With 95 Percent Accuracy
A new open-access study reports an AI and IoT-based system that classifies college spoken English performance with 95.47 percent accuracy ...
Research report: Comparative analysis of GAN-based augmentation pipelines for Parkinson’s hypokinetic dysarthria severity detection using deep learning
A comparative study found that GAN-based augmentation of speech or cepstrogram images improved Parkinson's dysarthria severity classification, with relative performance ...
EML-CNN reports 96%+ speaker-identification accuracy across three speech benchmarks
An EML-CNN combining dense convolutional blocks, gated recurrent units and attention achieved speaker-identification accuracies above 96% across three benchmark datasets.
Dog Brains Segment Speech Into Words With a Humanlike Consonant Bias
A Hungarian study published in Science shows that dog brains segment continuous speech into words using a consonant bias previously ...
AI That Listens and Reads: Multimodal Deep Learning Scores Spoken English With 97.5% Accuracy
A new multimodal deep learning framework fuses Log-Mel spectrograms and BERT embeddings through self-attention to automatically score spoken English fluency ...
Rhythmic Predictions Enhance Acoustic-Semantic Speech Processing
Understanding how humans process and interpret speech, especially in the face of distortions, has been a captivating challenge for scientists ...
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