Performance Improvement of Speech Emotion Recognition Systems by Combining 1D CNN and LSTM with Data Augmentation

Research article (Electronics, 2023) · cited 22× · AI/ML
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Performance Improvement of Speech Emotion Recognition Systems by Combining 1D CNN and LSTM with Data Augmentation

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Performance Improvement of Speech Emotion Recognition Systems by Combining 1D CNN and LSTM with Data Augmentation is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Performance Improvement of Speech Emotion Recognition Systems by Combining 1D CNN and LSTM with Data Augmentation. Retrieved May 24, 2026, from https://4ort.xyz/entity/performance-improvement-of-speech-emotion-recognition-systems-by-combining-1d-cnn-and-lstm-with-data-augmentation
MLA “Performance Improvement of Speech Emotion Recognition Systems by Combining 1D CNN and LSTM with Data Augmentation.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/performance-improvement-of-speech-emotion-recognition-systems-by-combining-1d-cnn-and-lstm-with-data-augmentation.
BibTeX @misc{4ortxyz_performance-improvement-of-speech-emotion-recognition-systems-by-combining-1d-cnn-and-lstm-with-data-augmentation_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Performance Improvement of Speech Emotion Recognition Systems by Combining 1D CNN and LSTM with Data Augmentation}}, year = {2026}, url = {https://4ort.xyz/entity/performance-improvement-of-speech-emotion-recognition-systems-by-combining-1d-cnn-and-lstm-with-data-augmentation}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Performance Improvement of Speech Emotion Recognition Systems by Combining 1D CNN and LSTM with Data Augmentation — https://4ort.xyz/entity/performance-improvement-of-speech-emotion-recognition-systems-by-combining-1d-cnn-and-lstm-with-data-augmentation (retrieved 2026-05-24)

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