Audiobook Designing Large Language Model Applications: A Holistic Approach by Suhas Pai in the ListenBook app
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Book description
Transformer-based language models are powerful tools for solving a variety of language tasks and represent a phase shift in the field of natural language processing. But the transition from demos and prototypes to full-fledged applications has been slow. With this book, you'll learn the tools, techniques, and playbooks for building useful products that incorporate the power of language models.Experienced ML researcher Suhas Pai provides practical advice on dealing with commonly observed failure modes and counteracting the current limitations of state-of-the-art models. You'll take a comprehensive deep dive into the Transformer architecture and its variants. And you'll get up-to-date with the taxonomy of language models, which can offer insight into which models are better at which tasks.You'll learn:Clever ways to deal with failure modes of current state-of-the-art language models, and methods to exploit their strengths for building useful productsHow to develop an intuition about the Transformer architecture and the impact of each architectural decisionWays to adapt pretrained language models to your own domain and use casesHow to select a language model for your domain and task from among the choices available, and how to deal with the build-versus-buy conundrumEffective fine-tuning and parameter efficient fine-tuning, and few-shot and zero-shot learning techniquesHow to interface language models with external tools and integrate them into an existing software ecosystem
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Playing a wide variety of audio formats
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Advanced playback controls
Live sound processing
Changing the timbre of the reader's voice and noise reduction
Translated into more than 20 languages
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Listening to fiction
If you love listening to fiction audiobooks, ListenBook has features to make the process easier.
Edit book data: title, author, cover
Use equalizer to make the sound comfortable for you
Adjust the playback speed
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Supported formats: MP3, M4B, AWB, FLAC, OGG audio files and many more (must be DRM free)
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VoiceOver support
Dark mode for night owls
Listening to audio lectures
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Put your own cover on the wager
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Customise app with extensive options
Sleep timer with shake to reset, set custom notification sounds, and a few unique options
Auto rewind depending on paused time, customize rewind times to your liking
Removing background noise from recordings made in classrooms and meetings
Changing the timbre of the reader's voice for a better listening experience
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