Speech and Image Signal Processing
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Follow on Instagram for UpdatesSpeech and Image Signal Processing Syllabus — Unit-wise Content
The official GTU curriculum for Speech and Image Signal Processing (subject code 4726008) as prescribed for EACE · Semester 2 divides the course into 6 units, covering 36 listed topics. The unit-wise breakdown below is read from the GTU syllabus document for this subject code, so you can check what the course actually covers before deciding which papers to attempt.
Download the official syllabus PDF (4726008)Unit 1 UNIT-I
- Speech Processing Introduction: Anatomy and physiology of speech production
- Vocal tract categorization of speech sounds
- Prosody- the melody of speech
- Speech perception
Unit 2 UNIT-II
- Analysis Of Speech Signals Synthesis of pole zero speech models
- STFT analysis and synthesis
- Wiener filter based speech enhancement techniques
- Selected methods of speech enhancement
- Speech analysis and synthesis. w.e.f
Unit 3 UNIT-III
- Digital Image Fundamentals: light and electromagnetic spectrum
- components of the image processing system
- image formation and digitization concepts
- neighbors of pixel adjacency connectivity
- regions and boundaries
- distance measures
Unit 4 UNIT-IV
- Image Enhancements: In Spatial Domain: Basic gray level transformations
- Histogram processing using arithmetic/logic operations
- Smoothing spatial filters
- Sharpening spatial filters in frequency domain
- Fourier transform and frequency domain concepts
- Smoothing frequency- domain filters
- Sharpening frequency domain filters
Unit 5 UNIT-V
- Color And Morphological Processing: Image processing, C, olor fundamentals color models pseudo
- Color image processing
- Morphological image processing
- Some basic concepts from set theory logic operations involving binary images dilation and erosion dilation erosion
- Opening and closing
- Some basic morphological algorithms
Unit 6 UNIT-VII
- Image Segmentation and Object Recognition: Detection of discontinuities
- Edge linking and boundary detection
- Thresholding patterns and pattern class
- Decision-theoretic methods
- Structural methods
- Recent applications and case studies
- Recent Development in Speech and Image Signal Processing (Study from latest research papers from Scopus indexed/web of science journals
- 04 hours during laboratory hours)
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