Udemy - Speaker Recognition By Award Winning Textbook Author

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[ CoursePig.com ] Udemy - Speaker Recognition By Award Winning Textbook Author
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 01 - Introduction to this course
    • 001 Should I take this course.mp4 (66.2 MB)
    • 001 Should I take this course_en.vtt (4.3 KB)
    • 002 Expected outcome from this course.mp4 (11.8 MB)
    • 002 Expected outcome from this course_en.vtt (3.0 KB)
    • 003 How to max your win from this course.mp4 (8.2 MB)
    • 003 How to max your win from this course_en.vtt (2.3 KB)
    • 004 Syllabus.mp4 (7.7 MB)
    • 004 Syllabus_en.vtt (2.1 KB)
    02 - The History of Voice Identity Techniques
    • 001 What is voice identity.mp4 (27.4 MB)
    • 001 What is voice identity_en.vtt (7.3 KB)
    • 002 The earliest voice-id techniques.mp4 (48.1 MB)
    • 002 The earliest voice-id techniques_en.vtt (7.6 KB)
    • 003 The development of voice-id techniques.mp4 (58.9 MB)
    • 003 The development of voice-id techniques_en.vtt (11.7 KB)
    • 004 The new age of voice-id techniques.mp4 (39.4 MB)
    • 004 The new age of voice-id techniques_en.vtt (6.7 KB)
    • 40147682-Lenny.mp4 (25.3 MB)
    • 40149148-female-audio.wav (179.6 KB)
    • 40149154-male-audio.wav (179.6 KB)
    • 40260684-voiceprint-identification-1962.pdf (289.4 KB)
    • external-assets-links.txt (0.1 KB)
    03 - Fundamental of Audio Processing
    • 001 Audio and acoustics.mp4 (37.1 MB)
    • 001 Audio and acoustics_en.vtt (8.3 KB)
    • 002 Hearing and perception 1.mp4 (35.7 MB)
    • 002 Hearing and perception 1_en.vtt (6.9 KB)
    • 003 Hearing and perception 2.mp4 (32.9 MB)
    • 003 Hearing and perception 2_en.vtt (6.3 KB)
    • 004 Audio signal processing.mp4 (42.5 MB)
    • 004 Audio signal processing_en.vtt (10.2 KB)
    • 005 Audio coding and formats.mp4 (50.5 MB)
    • 005 Audio coding and formats_en.vtt (12.5 KB)
    • 006 Learning to use SoX.mp4 (32.3 MB)
    • 006 Learning to use SoX_en.vtt (10.1 KB)
    • external-assets-links.txt (0.1 KB)
    04 - Acoustic Feature Extraction
    • 001 Short-time analysis.mp4 (50.9 MB)
    • 001 Short-time analysis_en.vtt (14.4 KB)
    • 002 Time domain features.mp4 (27.8 MB)
    • 002 Time domain features_en.vtt (7.6 KB)
    • 003 Frequency domain features.mp4 (37.5 MB)
    • 003 Frequency domain features_en.vtt (9.6 KB)
    • 004 Commonly used features.mp4 (44.2 MB)
    • 004 Commonly used features_en.vtt (11.2 KB)
    • 40260612-PLP-1989.pdf (1.8 MB)
    • 40260614-PNCC-2016.pdf (2.1 MB)
    • external-assets-links.txt (0.1 KB)
    05 - Fundamentals of Speaker Recognition
    • 001 Intro to speaker recognition 1.mp4 (40.6 MB)
    • 001 Intro to speaker recognition 1_en.vtt (10.0 KB)
    • 002 Intro to speaker recognition 2.mp4 (46.3 MB)
    • 002 Intro to speaker recognition 2_en.vtt (11.9 KB)
    • 003 System workflow of speaker recognition.mp4 (29.0 MB)
    • 003 System workflow of speaker recognition_en.vtt (7.2 KB)
    • 004 Similarity scoring.mp4 (42.6 MB)
    • 004 Similarity scoring_en.vtt (10.5 KB)
    • 005 Evaluation and metrics 1.mp4 (42.3 MB)
    • 005 Evaluation and metrics 1_en.vtt (10.6 KB)
    • 006 Evaluation and metrics 2.mp4 (39.9 MB)
    • 006 Evaluation and metrics 2_en.vtt (9.6 KB)
    • 007 Score normalization.mp4 (22.6 MB)
    • 007 Score normalization_en.vtt (6.3 KB)
    06 - Early Speaker Recognition Approaches
    • 001 Gaussian mixture models 1.mp4 (37.7 MB)
    • 001 Gaussian mixture models 1_en.vtt (9.8 KB)
    • 002 Gaussian mixture models 2.mp4 (23.6 MB)
    • 002 Gaussian mixture models 2_en.vtt (6.7 KB)
    • 003 Gaussian mixture models 3.mp4 (30.4 MB)
    • 003 Gaussian mixture models 3_en.vtt (7.6 KB)
    • 004 Universal background model.mp4 (28.5 MB)
    • 004 Universal background model_en.vtt (8.1 KB)
    • 005 Support vector machines 1.mp4 (22.8 MB)
    • 005 Support vector machines 1_en.vtt (6.3 KB)
    • 006 Support vector machines 2.mp4 (29.8 MB)
    • 006 Support vector machines 2_en.vtt (8.1 KB)
    • 007 Factor analysis.mp4 (32.0 MB)
    • 007 Factor analysis_en.vtt (8.8 KB)
    • 008 Joint factor analysis.mp4 (19.4 MB)
    • 008 Joint factor analysis_en.vtt (4.7 KB)
    • 009 i-vector.mp4 (36.1 MB)
    • 009 i-vector_en.vtt (8.5 KB)
    • 40260372-GMM-1995.pdf (1.3 MB)
    • 40260376-GMM-UBM-2000.pdf (348.1 KB)
    • 40260378-GMM-SVM-2006.pdf (321.0 KB)
    • 40260380-i-vector-2011.pdf (1.7 MB)
    • 40260382-JFA-2008.pdf (518.0 KB)
    • external-assets-links.txt (0.5 KB)
    07 - Deep Learning Basics
    • 001 Intro to deep learning 1.mp4 (41.4 MB)
    • 001 Intro to deep learning 1_en.vtt (8.6 KB)
    • 002 Intro to deep learning 2.mp4 (38.2 MB)
    • 002 Intro to deep learning 2_en.vtt (7.9 KB)
    • 003 Feed-forward neural networks.mp4 (30.3 MB)
    • 003 Feed-forward neural networks_en.vtt (6.9 KB)
    • 004 Convolutional neural networks.mp4 (43.7 MB)
    • 004 Convolutional neural networks_en.vtt (11.0 KB)
    • 005 Recurrent neural networks.mp4 (39.6 MB)
    • 005 Recurrent neural networks_en.vtt (8.8 KB)
    • 006 Attention and transformer.mp4 (35.1 MB)
    • 006 Attention and transformer_en.vtt (9.0 KB)
    • 007 Deep learning with PyTorch.mp4 (30.8 MB)
    • 007 Deep learning with PyTorch_en.vtt (8.9 KB)
    • 40260504-attention-2017.pdf (2.1 MB)
    • external-assets-links.txt (0.2 KB)
    08 - Speaker Recognition with Deep Learning
    • 001 Indirect use of neural networks.mp4 (34.9 MB)
    • 001 Indirect use of neural networks_en.vtt (9.3 KB)
    • 002 Direct use of neural networks.mp4 (18.6 MB)
    • 002 Direct use of neural networks_en.vtt (5.1 KB)

    • Description

      Speaker Recognition | By Award Winning Textbook Author



      https://CoursePig.com

      Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
      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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Udemy - Speaker Recognition By Award Winning Textbook Author

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2 GB
seeders:4
leechers:9
Udemy - Speaker Recognition By Award Winning Textbook Author

Torrent hash: E7EB910C91CA7EAC783AD0FFB74AFB32B1C58910