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Role of Voice Recognition Technology in Healthcare | by Shaip

24Mar

By ShaipNo Comments

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Role of Voice Recognition Technology in Healthcare | by Shaip

More and more people are using their voices to control their tech-enabled devices. From Siri to Alexa, users ask voice assistants to do mundane and complicated tasks. Healthcare providers are also finding creative ways to use voice recognition technology in the medical field to give patients more independence.Voice recognition technology allows doctors to use the right tools while busy with other tasks. It can also be used in home health care to ensure patients get the proper treatment. This blog will examine how voice recognition technology can be used in healthcare in 2022.Voice recognition is the ability to convert spoken words into written or electronic text. This technology can be used in various ways, including dictation and transcription services.AI is a branch of computer science d...

What is In-Car Speech Recognition?: Definition, use cases and future — General Knowledge | by Shaip | Nov, 2022

29Dec

By ShaipNo Comments

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What is In-Car Speech Recognition?: Definition, use cases and future — General Knowledge | by Shaip | Nov, 2022

Speech recognition is one of the most exciting technologies in the market today. It has been around for over a decade now. The technology has seen a lot of growth with the likes of Siri and Google Assistant.Speech recognition is making its way into cars, and it’s one of their most under-utilized features. Given the amount of driving that the average person does, it makes sense to use this technology to make driving safer and more comfortable.The automotive industry is evolving, and the daily commute is changing. A car is capable of acting as a smart device, and, like other smart devices, speech recognition technology is becoming a commonplace in-car feature. This technology makes it easier and safer for drivers to use their vehicles while remaining focused on the road.In this blog, we look...

Top 7 Optical Character Recognition Use Cases in 2022 | by Shaip | Jun, 2022

9Aug

By ShaipNo Comments

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Top 7 Optical Character Recognition Use Cases in 2022 | by Shaip | Jun, 2022

Have you ever wondered about the amount of data that an organization holds in the form of papers and multiple formats in its system all across the organization? The answer is innumerable. Data is the key to business growth and its keeps accelerating with time. For example, you have a pdf life and you can’t make any changes until it’s in editable format. To copy the text directly requires you to convert the file into text format and then process it. Considering the time and effort involved in the whole process makes the place for technology adoption to fast-track the data processing. And the answer lies in Optical Character Recognition (OCR). Do you think OCR can add value to your business and organization, let’s dive into the basics of Optical Character Recognition (OCR) and its most relev...

10May

By ShaipNo Comments

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Automatic Speech Recognition (ASR)- Building Future Ready Workplace

We can trace the advancement in technology adoption from punch-card computers to the latest touch screen devices. However, there is a lot left to explore. But, what is it?The answer is Automatic Speech Recognition (ASR). It is a huge step to transform the spoken word into written form. Automatic Speech Recognition (ASR) is a trend that is set to make noise in 2022. And the rise in the growth of voice assistants is due to in-built voice assistant smartphones and smart voice devices like Alexa.As per PwC, 29% of customers leverage voice assistants to ask quick questions.”Considering the benefits Automatic Speech Recognition (ASR)(ASR) brings, there is the wellspring of an opportunity here and now for business savvy people and digital innovation leaders to put ASR to good use.Before we dig do...

14Apr

By ShaipNo Comments

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Facial Recognition In Retail — Digital Innovation — Tech Journal

Facial Recognition In Retail — Digital Innovation — Tech JournalThe covid-19 implications coupled with customer expectations have raised the need to go digital. As a result, retail stores have become experience centers than just store outlets in the digital transformation era. To provide an engaging customer experience and boost the marketing strategy, facial recognition has brought a whole new level of advancement in AI technologies.The Allied Market Research Report states that the “facial recognition market will reach $16.74 billion by 2030.”And don’t you find it fascinating if shoppers pay the bill at check-out by just representing a face, not any card or wallet? Facial recognition allows retailers to analyze shoppers’ moods and preferences based on their past purchases. Want To keep pa...

Continuous Speech Recognition Testing | by Florian Treml | Feb, 2022

4Mar

By Florian TremlNo Comments

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Continuous Speech Recognition Testing | by Florian Treml | Feb, 2022

From traditional IVR systems, still very common in customer service, to voice assistants on Alexa or Google Assistant — voice technology is nowadays part of everyday life, and it will continue to gain importance in future. The component stack of a typical voice assistant includes speech recognition and speech synthesis, apart from the usual conversational components like NLU (natural language understanding), dialogue management and NLG (natural language generation).Botium Box enables companies to implement a holistic test strategy for voice assistants on all levels of the component stack. This article focuses on the speech recognition part and shows how to build a regression test suite based on audio files, transcription files and word error rate verification.Continuous Speech Recognition ...

Why Keyword Detection Is a Key Feature in Speech Recognition for Kids | by SoapBox

18Oct

By SoapBoxNo Comments

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Why Keyword Detection Is a Key Feature in Speech Recognition for Kids | by SoapBox

VP of Speech Technology, Dr. Amelia Kelly, brings you the sixth installment of our “Lessons from Our Voice Engine” series, featuring high-level insights from our Engineering and Speech Tech teams on how our voice engine works.What is keyword detection?Keyword detection is a feature of the SoapBox engine that allows users to search for a word or phrase (even multiple examples simultaneously) within an audio file.Why is it important for our voice engine and kids’ speech recognition?In kids’ speech applications, we may only be interested in a particular word or phrase that is spoken by the child. For example, this word or phrase may be the response to a multiple choice question or a password that triggers an action within the platform, game, or application.Keyword and keyphrase detection allo...

What Are Acoustic Models and Why Are They Needed in Speech Recognition for Kids? | by SoapBox

6Oct

By SoapBoxNo Comments

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What Are Acoustic Models and Why Are They Needed in Speech Recognition for Kids? | by SoapBox

Speech Recognition Engineer Armin Saeb brings you the fifth installment of our “Lessons from Our Voice Engine” series, featuring high-level insights from our Engineering and Speech Tech teams on how our voice engine works.What is an acoustic model (AM)?Acoustic Models (AM) are key components of any speech recognition engine. An AM describes the statistical properties of sound events and connects the acoustic information with phonemes or other linguistic units. Hidden Markov Models (HMM) are one of the most common types of AMs. Other acoustic models include Deep Neural Networks (DNN) and Convolutional Neural Networks (CNN).1. How Conversational AI can Automate Customer Service2. Automated vs Live Chats: What will the Future of Customer Service Look Like?3. Chatbots As Medical Assistants In ...

Debiasing Speech Recognition Systems for Kids | by SoapBox

4Sep

By SoapBoxNo Comments

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Debiasing Speech Recognition Systems for Kids | by SoapBox

Welcome to Lesson 4 in our “Lessons from Our Voice Engine” series, featuring high-level insights from our Engineering and Speech Tech teams on how our voice engine works. This lesson is from Dr. Amelia Kelly, VP of Speech Technology.What is debiasing?Artificial intelligence systems will reflect the conscious and unconscious biases of their creators and create poor — and often prejudicial — user experiences for underrepresented users. Machine learning algorithms are unique in that they carry out decisions based on what they’ve seen within a supplied dataset, rather than being explicitly programmed using a predetermined set of rules. Building a system based largely on data from one demographic will result in accurate performance of the speech recognition system for that sub-group, but inaccu...

“Speech Recognition” August 2021 — summary from Arxiv, Europe PMC and Springer Nature | by Brevi Assistant | Aug, 2021

30Aug

By Brevi AssistantNo Comments

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“Speech Recognition” August 2021 — summary from Arxiv, Europe PMC and Springer Nature | by Brevi Assistant | Aug, 2021

Arxiv — summary generated by Brevi AssistantIt’s challenging to personalize transducer-based automated speech recognition system with context information which is inaccessible and vibrant during version training. Experiments reveal that the design improves standard ASR model performance with about 50% relative word mistake rate decrease, which also substantially outperforms the baseline approach such as contextual LM biasing. In this paper, we provide AISHELL-4, a sizable real-recorded Mandarin speech dataset gathered by 8-channel round microphone selection for speech processing in conference scenario. Provided most open resource dataset for multi-speaker tasks are in English, AISHELL-4 is the only Mandarin dataset for conversation speech, supplying added worth for information diversity in...

Applications of Deep Learning in Speech Recognition for Kids | by SoapBox

28Aug

By SoapBoxNo Comments

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Applications of Deep Learning in Speech Recognition for Kids | by SoapBox

Welcome to Lesson 3 in our “Lessons from Our Voice Engine” series, featuring high level insights from our Engineering and Speech Tech teams on how our voice engine works. This lesson is from Siva Reddy Gangireddy, a Senior Speech Recognition Scientist on our Speech Tech team.To understand deep learning, we need a basic understanding of machine learning.Machine learning is a group of algorithms that focus on learning from data to make predictions and decisions without any explicit programming. It usually involves training a model on huge amounts of data to learn patterns so that predictions and decisions can then be made on new data. For example, the smart speakers we use in daily life are based on machine learning algorithms.Deep learning is a form of machine learning that’s based on neura...

Why Custom Language Models (CLMs) are Needed in Speech Recognition for Kids | by SoapBox | Jun, 2021

7Aug

By SoapBoxNo Comments

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Why Custom Language Models (CLMs) are Needed in Speech Recognition for Kids | by SoapBox | Jun, 2021

Welcome back to “Lessons from Our Voice Engine,” where members of our Engineering and Speech Tech teams offer high level insights into how our voice engine works.Lesson 2 is from Lora Lynn Asvos, a Computational Linguist on our Speech Tech team.What are CLMs?CLM stands for “custom language model.” As mentioned in Lesson 1, language models are statistical models of language that can predict the next word based on the context.CLMs are language models, as the name implies, but they have a little something extra. Instead of focusing generically on a given language, a CLM focuses on a specific domain of that language. This domain could be fairy tales, fables, scientific texts, cooking recipes, knitting patterns, you name it.Even though CLMs specialize in a particular domain, they are still bols...

Voice Recognition Bakery Solution | by KaiChin Huang | Jun, 2021

18Jun

By KaiChin HuangNo Comments

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Voice Recognition Bakery Solution | by KaiChin Huang | Jun, 2021

Project set upI follow through the follow guilde to set up my voice kit, including the API credential for Google Voice to text.Scraping dataHere is where I get all my data, and I use Beautiful4 to retrieve necessary information such as Date, Quantity, Product, Customer, and Dayref to store into panda dataframe. I also clean the data here by coverting all the DayRef cells display ‘#N/A’ to ‘yesterday’, lowercase all the letters, and remove parenthesis.All the data is stored in one Orders dataframe.Orders DataframeTransform Speech to TextI call Google Speech to Text API to convert the speech to text, however for this project, there are a lot of product names and customer names which aren’t standard english words, so I have to pass these non-standard product names and customer names to the AP...

Speech Recognition: How You Can Talk to Your Chatbot | by Visor.ai | May, 2021

17May

By Visor.aiNo Comments

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Speech Recognition: How You Can Talk to Your Chatbot | by Visor.ai | May, 2021

The ability to audio communicate with a chatbot is due to a technology called Speech Recognition, and this is what we will talk about in this article.If you were curious and want to know how this feature benefits chatbots, read on!There was a time when having robots help you with certain tasks was just something out of a movie. Yet, faster than we thought, chatbots appeared. And after a while, those same chatbots evolved and started talking to us and us with them.Speech Recognition is a branch of Computer Science and Computational Linguistics. It’s a field that develops methodologies that allow computers to translate speech inputs into written text.In addition to Speech Recognition, this technology is also known as Speech Recognition, ASR (Automatic Speech Recognition), Computer Speech Rec...