Measuring and Improving Speech Accuracy from Coursera

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Measuring and Improving Speech Accuracy

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Helps learners improve audio quality for Speech-to-Text projects

Develops skills on how to measure accuracy for speech-to-text systems

Taught by Google Cloud Training who develop the actual tools & systems

Delivers self-paced learning in a virtual lab environment

Career center

Learners who complete Measuring and Improving Speech Accuracy will develop knowledge and skills that may be useful to these careers:

Speech Recognition Engineer

Speech Recognition Engineers are responsible for designing, developing, and testing speech recognition systems. They may work on systems that are used for a variety of purposes, such as voice commands, dictation, and customer service. This course can help Speech Recognition Engineers to improve the accuracy of their systems by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance speech recognition systems.

See salaries and explore the career path for Speech Recognition Engineer

Natural Language Processing Engineer

Natural Language Processing Engineers develop and apply techniques to enable computers to understand and generate human language. They may work on a variety of tasks, such as machine translation, text summarization, and question answering. This course can help Natural Language Processing Engineers to improve the accuracy of their systems by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance natural language processing systems.

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Data Scientist

Data Scientists use data to solve problems and make decisions. They may work in a variety of industries, such as finance, healthcare, and retail. This course can help Data Scientists to improve the accuracy of their models by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance data science models.

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Machine Learning Engineer

Machine Learning Engineers design, develop, and deploy machine learning models. They may work on a variety of tasks, such as image recognition, natural language processing, and predictive analytics. This course can help Machine Learning Engineers to improve the accuracy of their models by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance machine learning models.

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Software Engineer

Software Engineers design, develop, and maintain software systems. They may work on a variety of projects, such as mobile apps, web applications, and operating systems. This course can help Software Engineers to improve the accuracy of their systems by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance software systems.

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Product Manager

Product Managers are responsible for the planning, development, and launch of new products. They may work on a variety of products, such as hardware, software, and services. This course can help Product Managers to improve the accuracy of their products by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance products.

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User Experience Designer

User Experience Designers create and evaluate user interfaces for products and services. They may work on a variety of projects, such as websites, mobile apps, and software applications. This course can help User Experience Designers to improve the accuracy of their designs by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance user interfaces.

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Marketing Manager

Marketing Managers plan and execute marketing campaigns for products and services. They may work on a variety of projects, such as advertising, public relations, and social media. This course can help Marketing Managers to improve the accuracy of their campaigns by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance marketing campaigns.

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Sales Manager

Sales Managers lead and motivate sales teams to achieve sales goals. They may work on a variety of products and services, such as hardware, software, and services. This course can help Sales Managers to improve the accuracy of their sales forecasts by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance sales teams.

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Customer Success Manager

Customer Success Managers help customers to achieve success with products and services. They may work on a variety of projects, such as onboarding, training, and support. This course can help Customer Success Managers to improve the accuracy of their customer satisfaction surveys by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance customer success teams.

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Project Manager

Project Managers plan and execute projects to achieve desired outcomes. They may work on a variety of projects, such as software development, hardware development, and marketing campaigns. This course can help Project Managers to improve the accuracy of their project plans by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance project teams.

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Data Analyst

Data Analysts collect, analyze, and interpret data to help businesses make decisions. They may work on a variety of projects, such as market research, customer segmentation, and financial analysis. This course can help Data Analysts to improve the accuracy of their analysis by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance data analysis teams.

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Business Analyst

Business Analysts analyze business processes and recommend solutions to improve efficiency and effectiveness. They may work on a variety of projects, such as process improvement, system implementation, and data analysis. This course can help Business Analysts to improve the accuracy of their recommendations by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance business analysis teams.

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Quality Assurance Analyst

Quality Assurance Analysts test and evaluate products and services to ensure that they meet quality standards. They may work on a variety of projects, such as software testing, hardware testing, and user experience testing. This course can help Quality Assurance Analysts to improve the accuracy of their testing by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance quality assurance teams.

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Technical Writer

Technical Writers create and maintain documentation for products and services. They may work on a variety of projects, such as user manuals, white papers, and training materials. This course can help Technical Writers to improve the accuracy of their documentation by teaching them how to measure and improve speech accuracy. The course also covers topics such as data collection, feature extraction, and model training, which are all essential for building high-performance documentation.

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Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Measuring and Improving Speech Accuracy.

Speech and Language Processing. An Introduction to...

Save

This comprehensive textbook provides a thorough foundation in speech and language processing, covering acoustic modeling, language modeling, speech recognition, and speech synthesis. It valuable resource for anyone interested in developing a deeper understanding of the field.

Speech and Language Processing An Introduction to...

Paperback

Automatic Speech Recognition

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Provides a comprehensive overview of deep learning techniques for automatic speech recognition, covering topics such as neural network architectures, training algorithms, and speech enhancement. It valuable resource for researchers and practitioners working in the field of speech recognition.

Automatic Speech Recognition: A Deep Learning...

Hardcover

$$$

Automatic Speech Recognition: A Deep Learning...

Kindle Edition

$$$

Fundamentals of Speech Recognition

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This classic textbook provides a comprehensive overview of speech recognition, covering the mathematical foundations, algorithms, and applications of the field. It valuable resource for anyone interested in the theoretical aspects of speech recognition.

Fundamentals of Speech Recognition

Paperback

Check price

Fundamentals of Speech Recognition

Kindle Edition

Check price

Speech and Audio Signal Processing

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Provides a comprehensive overview of speech and audio signal processing, covering topics such as speech production, speech perception, and speech recognition. It valuable resource for students and practitioners alike.

Speech and Audio Signal Processing: Processing and...

Hardcover

$$$$

Speech and Audio Signal Processing

Save

This handbook provides a comprehensive overview of speech processing, covering topics such as speech production, speech perception, and speech recognition. It valuable resource for researchers and practitioners alike.

Speech and Audio Signal Processing: Processing and...

Hardcover

$$$$

Symbols

Save

Provides a comprehensive overview of the technology of speech recognition, covering topics such as speech acoustics, speech modeling, and speech recognition algorithms. It valuable resource for researchers and practitioners alike.

Discrete-Time Speech Signal Processing

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Provides a comprehensive overview of the fundamentals of speech synthesis, covering topics such as speech production, speech modeling, and speech synthesis algorithms. It valuable resource for researchers and practitioners alike.

Discrete-Time Speech Signal Processing: Principles...

Kindle Edition

$$$

Conversational AI

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This textbook provides a comprehensive overview of conversational agents, covering the systems used for natural language dialogue. It valuable resource for anyone interested in the computational aspects of speech.

Measuring and Improving Speech Accuracy

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