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Facing Data Issues in Your ML Projects?
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Amazon Polly’s Generative Engine Offers 3 Evocative Voices
Amazon Polly
Use human voices that sound authentic and of excellent quality in a variety of languages.
AWS is pleased to announce today the broad release of Amazon Polly’s generative engine, which comes in three voice versions: American English’s Ruth and Matthew, and British English’s Amy. A range of voices, languages, and styles, as well as private and publicly available data, were used to train the new generative engine. It renders context-dependent prosody, pauses, spelling, dialectal characteristics, foreign word pronunciation, and more with the utmost precision.
Talk output that is compatible with lexicons and Speech Synthesis Markup Language (SSML) tags can be customised and controlled.
Speech can be saved and shared in common file types such as OGG and MP3.
Deliver conversational user experiences and lifelike voices in a timely manner with consistently quick response times.
How it functions
You may turn articles into speech by using Amazon Polly, which synthesises human speech using deep learning algorithms. Amazon Polly offers hundreds of realistic voices in a wide range of languages, making it easy to create speech-activated applications.Image credit to AWS
Use cases
Produce audio in numerous languages
Applications having a worldwide audience, such webpages, movies, and RSS feeds, can benefit from adding speech.
Engage clients by speaking in a natural tone of voice
Amazon Polly speech output can be recorded and played back to prompt callers via interactive or automated voice response systems.
Modify your loudness, pitch, speaking tempo, and manner of speaking
For speech synthesis applications, use SSML, a W3C standard XML-based markup language, which supports common SSML tags for intonation, emphasis, and phrasing.
Amazon Polly is an ML service that uses TTS to read text aloud. Amazon Polly lets you deploy speech-enabled apps across several countries using dozens of languages and high-quality, realistic human voices.
You may choose from a variety of voice options with Amazon Polly, such as neural, long-form, and generative voices, which produce remarkably expressive, emotionally intelligent, and human-like voices while delivering revolutionary gains in speech quality. With Speech Synthesis Markup Language (SSML) tags, you may modify the speech rate, pitch, or volume as well as store speech output in common formats like MP3 or OGG. You can also rapidly produce realistic voices and conversational user experiences with consistently fast response times.
The new generative engine: what is it?
Four voice engines are currently supported by Amazon Polly: generative, long-form, neural, and conventional voices.
Amazon Polly voices
The 2016 introduction of standard TTS voices makes use of conventional concatenative synthesis. This technique creates synthesised speech that sounds incredibly natural by piecing together the phonemes of recorded speech. The methods employed to segment the waveforms and the inherent changes in speech, however, restrict the quality of speech.
Introduced in 2019, neural teletext-speech (NTTS) voices rely on a neural network that processes phonemes in sequence to create spectrograms, which are then further processed by a neural vocoder to create a continuous audio output. Compared to its regular voices, the NTTS generates voices that are much more lifelike.
The goal of long-form voices, which will be released in 2023, is to hold listeners’ interest for longer content, including news stories, training manuals, or promotional films. They are created using state-of-the-art deep learning TTS technology.
Big Adaptive Streamable TTS with Emergent abilities (BASE) is a new research TTS model that Amazon scientists unveiled in February 2024. The Polly Generative Engine can produce artificially generated voices that resemble humans thanks to its technology. These voices can be used as an informed virtual assistant, marketer, or customer service representative.
These voice options are available for you to select based on your use case and application. Go to the AWS documentation’s Generative Voices section to discover more about the generative engine.
Begin utilizing generating voices
Using the AWS Management Console, AWS Command Line Interface (AWS CLI), or AWS SDKs, you can have access to the new voices.
Amazon Polly text to speech
To begin, navigate to the US (N. Virginia) Region of the Amazon Polly dashboard and select the Text-to-Speech option from the left pane. You can choose the Generative engine if you choose the voice of Ruth or Matthew in English, US, or Amy in English, UK. Enter your text, then click the generated voice output to listen to it or download it.Image credit to AWs
You can list the voices that make advantage of the new generative engine by using the CLI:
To synthesise sample text to an audio file (hello.mp3) with generative engine parameters and a supported voice ID, execute the synthesize-speech CLI command now.
Visit Code and Application Examples in the AWS documentation to see other code examples that make use of the AWS SDKs. You can use code examples for Java and Python, as well as examples of web applications written in Java or Python, iOS apps, and Android apps.
Amazon Polly pricing
The US East (North Virginia) Region is currently able to access the new generative voices of Amazon Polly. Based on how many text letters you turn into speech, you only pay for what you utilize. See Amazon Polly Pricing page for additional information.
Read more on govindhtech.com
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Artificial Intelligence / Machine Learning Service Providers - EnFuse Solutions:
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Unlocking Innovation with CodeTrade: Your Best AI ML Development Partner
Elevate your projects with CodeTrade, the premier AI ML development company. With a team of experienced and passionate AI/ML experts, We deliver cutting-edge solutions that address complex business challenges and drive innovation. We are an excellent choice. We stand tall as the best Al ML development company, ensuring your projects soar to new heights of success. Our commitment to innovation, our deep technical expertise, and our focus on business outcomes make us a trusted advisor for businesses of all sizes.
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Scatter Pie offers consulting, engineering, and software solutions for advanced data management and applications in business, finance, and technology. Our solutions utilize cutting-edge techniques such as deep learning, neural networks, and natural language processing, all rooted in mathematical and statistical foundations. Accelerate your digital transformation with advanced analytics with AI/ML services.
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Teksun provides Machine Learning Development Services that accelerate business processes to unlock new opportunities to several different verticals. To know more about browse: https://teksun.com/ Contact us ID: [email protected]
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Best AI and Machine Learning Services in Dallas, Spearhead Technology
Adopt the power of Artificial Intelligence engineered capabilities to support your digital strategies and gain explosive business results.
Artificial intelligence services from Spearhead Technology use the latest Applied Intelligence solutions and services to escalate your cloud-computing powers. Leverage the powers of our AI data drivers, business strategies, and analytics to deliver optimum value.
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When choosing an AI and ML service provider, it's important to consider a number of factors, including the provider's experience and expertise, the quality of their technology and tools, and their ability to deliver results for their clients. It's also important to consider the cost of the services and the level of support provided by the provider.
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Business Benefits of Machine Learning Services | MoogleLabs
There is a lot of buzz around machine learning services. Businesses are becoming curious about the benefits of machine learning and how they can incorporate them. Many people have heard the term Machine Learning, but they are not aware of its uses.
Machine learning solves the problem of detecting spam. Spam mails are filtered with the help of machine learning algorithms, and the technique is greatly helpful in improving the customer experience when they open their email. Read More
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AI and Machine Learning
AI and Machine Learning have revolutionized and will continue transforming businesses for many years. From Marketing to operations to sales, implementing AI into business environments decreases time spent on repetitive tasks, improves employee productivity, and enhances the overall customer experience.
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From concept to implementation, we help companies put AI to work. Whether it’s building a new AI algorithm to power autonomous vehicles or building AI that could outperform humans in certain functions, we have the skills and expertise to deliver cutting-edge solutions.
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Artificial Intelligence and Machine Learning Solutions by Connect Infosoft Technologies
We offer customizable AI and ML solutions tailored to meet the specific requirements of each client, ensuring maximum impact and ROI.
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How Machine Learning Benefits Businesses?
Here are some of the top benefits which make Machine learning best for business. Visit @ https://bit.ly/3319AJR (or) 040-67918888
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Hire AI and ML Developers. Artificial Intelligence | Machine Learning
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Artificial intelligence, as a new technology field has already gained tremendous momentum and popularity across all the digital niches. From the conversational chatbots to data analytics to the user experience design, AI is now being used for an array of niche purposes.
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IoT Application Development Company Bangalore
Are you looking to get the best ML services for your business? Hyena is the best tech partner you can trust!
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