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TORRENT DETAILS
[ CoursePig.com ] Udemy - Speaker Recognition By Award Winning Textbook Author
TORRENT SUMMARY
Status:
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Language: English | Size: 1.95 GB | Duration: 6h 40m
Audio processing, feature extraction, speaker recognition, deep learning, with coding examples
What you'll learn
Basic concepts and core algorithms in speaker recognition
Audio processing and acoustics
Machine learning and deep learning basics
Coding practice and toolkits for audio and speech
Requirements
College level mathematics
Experience with machine learning or coding will be a plus
Description
This course is an introduction to speaker recognition techniques.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction to this course/001 Should I take this course.mp4
66.2 MB
~Get Your Files Here !/01 - Introduction to this course/001 Should I take this course_en.vtt
4.3 KB
~Get Your Files Here !/01 - Introduction to this course/002 Expected outcome from this course.mp4
11.8 MB
~Get Your Files Here !/01 - Introduction to this course/002 Expected outcome from this course_en.vtt
3 KB
~Get Your Files Here !/01 - Introduction to this course/003 How to max your win from this course.mp4
8.2 MB
~Get Your Files Here !/01 - Introduction to this course/003 How to max your win from this course_en.vtt
2.3 KB
~Get Your Files Here !/01 - Introduction to this course/004 Syllabus.mp4
7.7 MB
~Get Your Files Here !/01 - Introduction to this course/004 Syllabus_en.vtt
2.1 KB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/001 What is voice identity.mp4
27.4 MB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/001 What is voice identity_en.vtt
7.3 KB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/002 The earliest voice-id techniques.mp4
48.1 MB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/002 The earliest voice-id techniques_en.vtt
7.6 KB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/003 The development of voice-id techniques.mp4
58.9 MB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/003 The development of voice-id techniques_en.vtt
11.7 KB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/004 The new age of voice-id techniques.mp4
39.4 MB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/004 The new age of voice-id techniques_en.vtt
6.7 KB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/40147682-Lenny.mp4
25.3 MB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/40149148-female-audio.wav
179.6 KB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/40149154-male-audio.wav
179.6 KB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/40260684-voiceprint-identification-1962.pdf
289.4 KB
~Get Your Files Here !/02 - The History of Voice Identity Techniques/external-assets-links.txt
120 B
~Get Your Files Here !/03 - Fundamental of Audio Processing/001 Audio and acoustics.mp4
37.1 MB
~Get Your Files Here !/03 - Fundamental of Audio Processing/001 Audio and acoustics_en.vtt
8.3 KB
~Get Your Files Here !/03 - Fundamental of Audio Processing/002 Hearing and perception 1.mp4
35.7 MB
~Get Your Files Here !/03 - Fundamental of Audio Processing/002 Hearing and perception 1_en.vtt
6.9 KB
~Get Your Files Here !/03 - Fundamental of Audio Processing/003 Hearing and perception 2.mp4
32.9 MB
~Get Your Files Here !/03 - Fundamental of Audio Processing/003 Hearing and perception 2_en.vtt
6.3 KB
~Get Your Files Here !/03 - Fundamental of Audio Processing/004 Audio signal processing.mp4
42.5 MB
~Get Your Files Here !/03 - Fundamental of Audio Processing/004 Audio signal processing_en.vtt
10.2 KB
~Get Your Files Here !/03 - Fundamental of Audio Processing/005 Audio coding and formats.mp4
50.5 MB
~Get Your Files Here !/03 - Fundamental of Audio Processing/005 Audio coding and formats_en.vtt
12.5 KB
~Get Your Files Here !/03 - Fundamental of Audio Processing/006 Learning to use SoX.mp4
32.3 MB
~Get Your Files Here !/03 - Fundamental of Audio Processing/006 Learning to use SoX_en.vtt
10.1 KB
~Get Your Files Here !/03 - Fundamental of Audio Processing/external-assets-links.txt
60 B
~Get Your Files Here !/04 - Acoustic Feature Extraction/001 Short-time analysis.mp4
50.9 MB
~Get Your Files Here !/04 - Acoustic Feature Extraction/001 Short-time analysis_en.vtt
14.4 KB
~Get Your Files Here !/04 - Acoustic Feature Extraction/002 Time domain features.mp4
27.8 MB
~Get Your Files Here !/04 - Acoustic Feature Extraction/002 Time domain features_en.vtt
7.6 KB
~Get Your Files Here !/04 - Acoustic Feature Extraction/003 Frequency domain features.mp4
37.5 MB
~Get Your Files Here !/04 - Acoustic Feature Extraction/003 Frequency domain features_en.vtt
9.6 KB
~Get Your Files Here !/04 - Acoustic Feature Extraction/004 Commonly used features.mp4
44.2 MB
~Get Your Files Here !/04 - Acoustic Feature Extraction/004 Commonly used features_en.vtt
11.2 KB
~Get Your Files Here !/04 - Acoustic Feature Extraction/40260612-PLP-1989.pdf
1.8 MB
~Get Your Files Here !/04 - Acoustic Feature Extraction/40260614-PNCC-2016.pdf
2.1 MB
~Get Your Files Here !/04 - Acoustic Feature Extraction/external-assets-links.txt
96 B
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/001 Intro to speaker recognition 1.mp4
40.6 MB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/001 Intro to speaker recognition 1_en.vtt
10 KB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/002 Intro to speaker recognition 2.mp4
46.3 MB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/002 Intro to speaker recognition 2_en.vtt
11.9 KB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/003 System workflow of speaker recognition.mp4
29 MB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/003 System workflow of speaker recognition_en.vtt
7.2 KB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/004 Similarity scoring.mp4
42.6 MB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/004 Similarity scoring_en.vtt
10.5 KB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/005 Evaluation and metrics 1.mp4
42.3 MB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/005 Evaluation and metrics 1_en.vtt
10.6 KB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/006 Evaluation and metrics 2.mp4
39.9 MB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/006 Evaluation and metrics 2_en.vtt
9.6 KB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/007 Score normalization.mp4
22.6 MB
~Get Your Files Here !/05 - Fundamentals of Speaker Recognition/007 Score normalization_en.vtt
6.3 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/001 Gaussian mixture models 1.mp4
37.7 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/001 Gaussian mixture models 1_en.vtt
9.8 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/002 Gaussian mixture models 2.mp4
23.6 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/002 Gaussian mixture models 2_en.vtt
6.7 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/003 Gaussian mixture models 3.mp4
30.4 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/003 Gaussian mixture models 3_en.vtt
7.6 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/004 Universal background model.mp4
28.5 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/004 Universal background model_en.vtt
8.1 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/005 Support vector machines 1.mp4
22.8 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/005 Support vector machines 1_en.vtt
6.3 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/006 Support vector machines 2.mp4
29.8 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/006 Support vector machines 2_en.vtt
8.1 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/007 Factor analysis.mp4
32 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/007 Factor analysis_en.vtt
8.8 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/008 Joint factor analysis.mp4
19.4 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/008 Joint factor analysis_en.vtt
4.7 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/009 i-vector.mp4
36.1 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/009 i-vector_en.vtt
8.5 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/40260372-GMM-1995.pdf
1.3 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/40260376-GMM-UBM-2000.pdf
348.1 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/40260378-GMM-SVM-2006.pdf
321 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/40260380-i-vector-2011.pdf
1.7 MB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/40260382-JFA-2008.pdf
518 KB
~Get Your Files Here !/06 - Early Speaker Recognition Approaches/external-assets-links.txt
483 B
~Get Your Files Here !/07 - Deep Learning Basics/001 Intro to deep learning 1.mp4
41.4 MB
~Get Your Files Here !/07 - Deep Learning Basics/001 Intro to deep learning 1_en.vtt
8.6 KB
~Get Your Files Here !/07 - Deep Learning Basics/002 Intro to deep learning 2.mp4
38.2 MB
~Get Your Files Here !/07 - Deep Learning Basics/002 Intro to deep learning 2_en.vtt
7.9 KB
~Get Your Files Here !/07 - Deep Learning Basics/003 Feed-forward neural networks.mp4
30.3 MB
~Get Your Files Here !/07 - Deep Learning Basics/003 Feed-forward neural networks_en.vtt
6.9 KB
~Get Your Files Here !/07 - Deep Learning Basics/004 Convolutional neural networks.mp4
43.7 MB
~Get Your Files Here !/07 - Deep Learning Basics/004 Convolutional neural networks_en.vtt
11 KB
~Get Your Files Here !/07 - Deep Learning Basics/005 Recurrent neural networks.mp4
39.6 MB
~Get Your Files Here !/07 - Deep Learning Basics/005 Recurrent neural networks_en.vtt
8.8 KB
~Get Your Files Here !/07 - Deep Learning Basics/006 Attention and transformer.mp4
35.1 MB
~Get Your Files Here !/07 - Deep Learning Basics/006 Attention and transformer_en.vtt
9 KB
~Get Your Files Here !/07 - Deep Learning Basics/007 Deep learning with PyTorch.mp4
30.8 MB
~Get Your Files Here !/07 - Deep Learning Basics/007 Deep learning with PyTorch_en.vtt
8.9 KB
~Get Your Files Here !/07 - Deep Learning Basics/40260504-attention-2017.pdf
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