Professional Certificate in Acoustic Modeling: Actionable Knowledge
-- ViewingNowThe Professional Certificate in Acoustic Modeling: Actionable Knowledge is a comprehensive course that equips learners with essential skills in acoustic modeling. This certificate course is crucial in today's industry, where speech recognition technology is increasingly in demand.
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โข Introduction to Acoustic Modeling: Fundamentals, concepts, and applications.
โข Digital Signal Processing: Signals, systems, and transforms in acoustic modeling.
โข Speech Production: Anatomy, physiology, and acoustics of speech production.
โข Speech Recognition: Basics, components, and algorithms in speech recognition.
โข Acoustic Feature Extraction: Mel-frequency cepstral coefficients, linear predictive coding, and filterbank analysis.
โข Hidden Markov Models: Probability theory, state estimation, and model training.
โข Deep Neural Networks for Acoustic Modeling: Architectures, optimization, and regularization techniques.
โข Evaluation and Validation: Performance metrics, statistical significance, and cross-validation techniques.
โข Ethics and Bias: Social impact, fairness, and transparency in acoustic modeling.
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