Speech Recognition Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

Discriminative Training of Acoustic Models - From MPE to fMPE

Explore discriminative training techniques for acoustic models, focusing on MPE and fMPE approaches, with insights into feature-space transformation methods for speech recognition.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Finnish Center for Artificial Intelligence FCAI

Automatic Speaking Assessment Systems for Second Language Learner's Spontaneous Speech in Under-Resourced Languages

Explore automatic speaking assessment for under-resourced languages, focusing on Finnish and Finland Swedish. Learn about system components, evaluation methods, and personalized feedback for language learners.

• YouTube
• 52 minutes
• On-Demand
• Free Video

OpenSource Connections

Searching in the Real World: Voice Search UX Lessons - Haystack On Tour Kraków 2023

Explore voice search challenges and UX lessons from commercial applications, focusing on user intent and effective implementation strategies.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Snorkel AI

How Comcast Powers AI Speech Recognition with Weak Supervision

Explore Comcast's innovative approach to AI speech recognition using weak supervision and efficient inference techniques, achieving improved accuracy and speed for voice-enabled smart TVs.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Efficient Speech Processing

Explore cutting-edge research in speech recognition, generation, and privacy. Learn about self-training algorithms, error correction models, joint text-to-speech modeling, and privacy-preserving techniques in speech processing.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

A Feature-Based Model of Human Lexical Access - 2004

Explore a feature-based model of human lexical access, delving into the intricacies of language processing and speech recognition.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

An Implementation of Sub-Space Model Based Automatic Speech Recognition - 2009

Explore advanced speech recognition techniques using sub-space models in this in-depth implementation guide from Johns Hopkins University's CLSP.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Probabilistic Linear Discriminant Analysis of i-Vector Posterior Distributions

Explore probabilistic linear discriminant analysis for i-vector posterior distributions in speaker recognition, enhancing understanding of advanced speech processing techniques.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Sequence Kernels for Speaker and Speech Recognition

Explore sequence kernels for speaker and speech recognition, focusing on generative kernels and their applications in feature extraction and classification using HMMs, GMMs, and SVMs.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Speech Recognition - 2000

Explore fundamental concepts and techniques of speech recognition, including acoustic modeling, language modeling, and decoding algorithms.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

UBM-based Acoustic Modeling for ASR - 2009

Explore advanced UBM-based acoustic modeling techniques for automatic speech recognition, enhancing ASR system performance and accuracy.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Bipartite Graph Factorization in Static Decoding Graphs with Long-Span Acoustic Context

Explore bipartite graph factorization for efficient speech recognition search space representation, addressing challenges in large vocabulary systems with long-span acoustic context.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Speech and Dialog Mining on Heterogeneous Data

Explore techniques for analyzing and extracting valuable insights from large volumes of customer interactions, including speech and associated data, to enhance business operations.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Extracting Speaker and Emotion Information from Self-Supervised Speech Models

Explore techniques for extracting speaker and emotion data from self-supervised speech models, enhancing speech recognition and analysis capabilities.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Explainability in Speech Processing: From Wishes to Practice

Explorez les méthodes d'explicabilité dans le traitement de la parole, de la théorie à la pratique, pour améliorer la compréhension et la fiabilité des systèmes vocaux.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video