Saturday, October 16Digital Marketing Journals

machine-learning

Debiasing Speech Recognition Systems for Kids | by SoapBox
ai, ai bot, ai chat, ai chatbot, best chatbot, bias, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, debiasing, machine-learning, robot chat, speech-recognition

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 ina...
Applications of Deep Learning in Speech Recognition for Kids | by SoapBox
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, deep-learning, kids-and-tech, machine-learning, robot chat, speech-recognition, voice-technology

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 ne...
Natural Language Processing (NLP) | Chatbots Life
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, machine-learning, natural, nlp, projects, python-programming, robot chat

Natural Language Processing (NLP) | Chatbots Life

What is Natural Language Processing?NLP is a method or a way in which computer interprets the Human language are perform the task. Alexa, Siri, etc. are some of its example.Let’s start with the Spam Classifier:The spam classifier predicts whether received message is a ham or a spam.Let’s start with the dataset: The dataset consists of 5572 messages and their labels which is either “ham” or “spam”.import pandas as pdmessages = pd.read_csv(“SMSSpamClassifier”,sep=”t”,names=[‘label’,’message’])Now the labels needs to be converted in 0 and 1 labels which can be done using get_dummies() method of pandas library.y = pd.getdummies(messages[‘labels’])y = y.iloc[:1].valuesHere, y wil contain 0 for “ham” labels and 1 for “spam” labels.Now let’s look at independent data i.e. for x. For that 1st we...
Why Custom Language Models (CLMs) are Needed in Speech Recognition for Kids | by SoapBox | Jun, 2021
ai, ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, language-model, machine-learning, robot chat, speech-recognition, voice-technology

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 b...
Every Thing You Need to Know About Chatbots | by Nivitus | Jul, 2021
ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, google chat bots, machine-learning, naturallanguageprocessing, nlp, robot chat

Every Thing You Need to Know About Chatbots | by Nivitus | Jul, 2021

ChatbotsWelcome to the Every Thing You Need to Know About Chatbot Blog. This is my first Natural Language Processing Blog on Medium Site. I hope all of you like this blog; ok I don’t wanna waste your time. Let’s get ready to jump into this Journey.I’m damn sure you’ve at least heard about Chatbot, also you’ve familiar with the term Google Assistant and Alexa, Am I, right guys. These are very famous chatbots in the entire world, we are using these Chabot’s applications in our day-to-day life.You know one thing Chatbots are used by 1.4 billion people today. Companies are launching their best AI chatbots to carry on 1:1 conversations with customers and employees. AI-powered chatbots can also automate various tasks, including sales and marketing, customer service, and administrative and ope...
Why Do You Need NLP and Machine Learning for Your Chatbot? | by Ashok Sharma | Jul, 2021
ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, chatbots-for-business, conversation with ai, creating chatbots, machine-learning, nlp, robot chat

Why Do You Need NLP and Machine Learning for Your Chatbot? | by Ashok Sharma | Jul, 2021

SourceWhen you visit any website, you may have noticed that a pop-up usually appears at the bottom right of the screen. It greets you and welcomes you, and offers assistance while you surf the site. This popup is a Chatbot, also known as a Conversational Marketing Chatbot.These Chatbots are one of the best marketing strategies adopted for enhancing the user experience and business growth. Today’s Chatbots are powered by cutting-edge technologies like NLP (Natural Language Processing) and ML (Machine Learning) that enable businesses to leverage automation to conduct smooth interactions with customers in a more human way.Many brands often use regular Chatbots. These bots are built based on decision trees, but fail to impress the consumer, resulting in poor customer experiences. In additio...
Evaluating classification models. Accuracy, Precision and Recall. | by Manuel Gil | Jul, 2021
ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, data-science, machine-learning, model-performance, robot chat

Evaluating classification models. Accuracy, Precision and Recall. | by Manuel Gil | Jul, 2021

In this article, I am going to delve into some metrics used to measure how well classifiers do their job. So after reading this article you will know how to evaluate classification models and know the difference between the different metrics that we can encounter evaluating classifier models.In the image shown above, we can see a classification problem. How can we know if this model is good or bad? Let’s delve into this in the following paragraphs.The goal of each classifier is to assign one label to one input according to their characteristics, in other words, classifiers can distinguish the instances belonging to different categories. But how can we measure how well a classifier performs this task?The first idea that comes to our minds is probably to calculate the ratio between the co...
Voice Personalization. For a given text in any language or… | by Sangramsing Kayte | Jul, 2021
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, computer-science, conversation with ai, creating chatbots, data-science, deep-learning, machine-learning, nlp, robot chat

Voice Personalization. For a given text in any language or… | by Sangramsing Kayte | Jul, 2021

The language characteristics derived from a certain text are mapped on acoustic features via a GANs-based TTS system.The features of the linguistic input include binary answers to linguistic context questions and numerical values, such as the number of words in the current sentence, the position of the current syllable in the word, and the length of the current phoneme.The acoustic features consist of melted cepstral coefficients and exciting parameters and of the basic frequency. The neural network parameters can be trained by using the input and output pairs derived from a training data set. Finally, a WORLD vocoder is used to synthesize speech from the acousticfeatures. The proposed model consists of two components as follow:Emotional Analysis Module:-The goal of this module is the d...
The Future of Business and Chatbots | by Kelly Mirabella | Jun, 2021
ai, ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbots, chatbots-for-business, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, google chat bots, instagram chatbot, machine-learning, robot chat

The Future of Business and Chatbots | by Kelly Mirabella | Jun, 2021

The future of marketing is here, and it’s not just the robots that will be writing content for you. It’s artificial intelligence, or ai. You may think that this isn’t possible because robots can’t do things like emotional resonance and creativity but ai has been around for a while now. I’m talking about chatbots- computer programs designed to simulate conversation with human beings through text or speech interfaces to solve problems, answer questions, or fulfill customer requests via various digital channels like social media platforms. This article will explore how Chatbots and Ai are the future of marketing and why they’re crucial for your business.How it all began…The history of artificial intelligence dates back to ancient times when Greek philosopher Aristotle purportedly created t...
What is Chatbot Training Data & Why You Need High-quality Datasets? | by Cogito Tech LLC
ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbot-training-data, chatbots, conversation with ai, creating chatbots, machine-learning, nlp, robot chat

What is Chatbot Training Data & Why You Need High-quality Datasets? | by Cogito Tech LLC

Chatbots are AI-based virtual assistant applications developed to answer the questions of the customers on a specific topics or field. These applications are used by the companies to assist their large group of customers without any human.And to train such chatbots, huge quantity of training datasets are required for the machine learning chatbot algorithms, so that model can learn from the data sets and answer the questions when used in real-life.Chatbot is used to communicate with humans, mainly in texts or audio formats. In this AI-based application, it can assist large number of people to answer their queries from the relevant topics. And to train the chatbot, language, speech and voice related different types of data sets are required.Actually, these data are then used with natural ...
Build an Application Digital History using Natural Language Processing | by Sangramsing Kayte | Jun, 2021
ai, best chatbot, chatbot, chatbot app, chatbot online, chatbot website, creating chatbots, data-science, deep-learning, machine-learning, nlp, robot chat

Build an Application Digital History using Natural Language Processing | by Sangramsing Kayte | Jun, 2021

With the historical text data, images data or speech data, we can build an application that will help to understand the historical terms more effectively and will also broad line the visuals if needed. Using Natural Language Processing techniques like named entity recognition, part-of-speech tagging we can aim for text summarization with the clear perspective of explaining the historical terms. The report can be generated which could be further utilized for analysis for specific incident or event. During learning history, I felt hard to pronounce the names of kingdom and rulers. Thus, we can apply, listen and speak button for difficult words in the document. This will help the user to understand the terms easily. We can also provide visuals for a specific event or specific dates. There ...
How Can Chatbots Boost Your Company’s Digital Transformation | by Visor.ai | Apr, 2021
ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, digital-transformation, google chat bots, machine-learning, robot chat

How Can Chatbots Boost Your Company’s Digital Transformation | by Visor.ai | Apr, 2021

As the world becomes more digital, businesses must keep up with this evolution and adapt to new technologies. To do this, various industries need to invest in digital transformation. And one simple way to drive this transformation is through chatbots.Keep reading this article to learn more about digital transformation, how a chatbot can be a great tool to improve your services and increase your customers’ satisfaction and experience.Surely, you have heard of digital transformation.This concept is related to companies that want to reach further and stand out from the competition.The world is a place where communication and globalization are increasingly emphasized while at the same time making a certain topic known.Well, digital transformation, as the name might imply, is the adaptation ...
Speech Recognition: How You Can Talk to Your Chatbot | by Visor.ai | May, 2021
ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, machine-learning, robot chat, speech-recognition

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 ...
Knowledge bots. Earlier this year, I had a task to… | by Abhinav Ajmera | Apr, 2021
ai bot, ai chat, ai chatbot, best chatbot, bot-framework, botpress, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, data-science, facebook bot, facebook chatbot, facebook messenger bot, machine-learning, robot chat

Knowledge bots. Earlier this year, I had a task to… | by Abhinav Ajmera | Apr, 2021

Earlier this year, I had a task to create a knowledge bot for an enterprise level platform. The users were primarily the employees of the organization and intention was to use the knowledge bot to share the offering and usage of platform.There are quite a lot of frameworks in the market (each with its own pros and cons) hence it is very important that one selects the right framework depending upon the kind of bot that you are targeting to create. In case of creating the knowledge bots the typical requirements are –1. The main purpose of the knowledge bot is to provide the information about the offering via a guided chat. If the user wishes, he should be able to come out of the guided chat and ask adhoc questions about the offering and go back to the guided chat.2. The knowledge bot shou...
Introduction To Chatbot For Businesses | by Sam Writes Security | Apr, 2021
ai, ai bot, ai chat, ai chatbot, automation, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, customer-service, machine-learning, robot chat

Introduction To Chatbot For Businesses | by Sam Writes Security | Apr, 2021

What’s better than automated 24/7 Customer Service? Put COVID-19 on auto pilot.Photo by Miguel A Padrinan from PexelsA chat-bot is a computer program put together to answer questions without the need of a human operator or assistant. And, even though the different types of chatbots serve similar purposes they are different. After hearing about these you might consider having one for your business or make a plan to use one in the near future.Chatbots may have limitations because they can only do so much. Using one might be a life saver depending on the type of work you do and what your business offers. An operator can provide more detailed information depending on the complexity of things, especially when a rule based chatbot is in question. But, you can leave the most common tasks to ch...
Generative Adversarial Networks using Unit Selection Synthesis Based Virtual Assistant for the Hindi Language | by Sangramsing Kayte
ai, ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, Google, google chat bots, machine-learning, nlp, robot chat, speech

Generative Adversarial Networks using Unit Selection Synthesis Based Virtual Assistant for the Hindi Language | by Sangramsing Kayte

The virtual assistant is a software-based program which can perform tasks or particular service for an individual. In the coming era, technology is expected to be simple to use and execute by the end-user. The field of artificial intelligence and mobile technology also helps the visually blind people to overcome their disability and to live a healthy balanced life. Now–a day’s speech recognition made it roots for performing and triggering the various activities in human life. And the English and many other foreign languages have made dominant and remarkable work for the same.The study reveals that companies like Google, Microsoft, Amazon shows its roots for English and other countries languages while for Indian languages is still a matter of research. Hindi is the national language of I...
5 Reasons to Leverage Chatbots for Real Estate in 2021 | by Adimen | Feb, 2021
ai, ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, machine-learning, real-estate, robot chat

5 Reasons to Leverage Chatbots for Real Estate in 2021 | by Adimen | Feb, 2021

No matter whether you are surfing online as a business user or a consumer, you’ll most likely run across customer-friendly AI-driven bots that support smooth communication. Here, in this article we’ll have a closer look at some intriguing points you may find useful. Although some concepts need more profound consideration, the article will be a good piece to start with.This said, the key notions that open up the Chatbots topic are the following:What are the chatbots?Are chatbots still popular in 2021?How can chatbots help business, namely real estate?With these ideas in mind, let’s get started.Chatbots can be defined as software programs built to ensure meaningful interaction between human users and computers via messaging, texts, live voice or video conversation. Interestingly, GoodFirm...
Hands-on for Toxicity Classification and minimization of unintended bias for Comments using classical machine learning models | by Anurag Maji
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, classification-algorithms, conversation with ai, creating chatbots, eda, kaggle-competition, machine-learning, nlp, robot chat

Hands-on for Toxicity Classification and minimization of unintended bias for Comments using classical machine learning models | by Anurag Maji

In this blog, I will try to explain a Toxicity polarity problem solution implementation for text i.e. basically a text-based binary classification machine learning problem for which I will try to implement some classical machine learning and deep learning models.For this activity, I am trying to implement a problem from Kaggle competition: “Jigsaw Unintended Bias in Toxicity Classification”.In this problem along with toxicity classification, we have to minimize the unintended bias (which I will explain briefly in the initial section).sourceBackground:This problem was posted by the Conversation AI team (Research Institution) in Kaggle competition.This problem’s main focus is to identify the toxicity in an online conversation where toxicity is defined as anything rude, disrespectful, or o...
What would you ask the Machine Learning model? | by Michał Kuźba
ai, ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, explainable-ai, machine-learning, robot chat

What would you ask the Machine Learning model? | by Michał Kuźba

So, what people ask about?They say Gentlemen do not read each other’s mail. I’m very sorry drAnt — we make an exception this time. We shared xaibot in this post and collected over 1000 human-model conversations.There are certain repeating patterns in user queries. Here are the most frequent:why — general explanation queries, such as ”why”,”explain it to me”, ”how was that derived/calculated”.what-if — alternative scenario queries. Frequent exam-ples: what if I’m older, what if I travelled in the 1stclass.what do you know about medata-related questions — e.g. feature histogram, distribution, dataset sizelocal feature importance — How does age influence mysurvival, What makes me more likely to surviveglobal feature importance — How does age influence sur-vival across all passengershow to ...
How intelligent and automated conversational systems are driving B2C revenue and growth. | by Ori | Jan, 2021
best chatbot, bots, chatbot, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbots, conversational-ui, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, google chat bots, machine-learning, Marketing, robot chat

How intelligent and automated conversational systems are driving B2C revenue and growth. | by Ori | Jan, 2021

And how your business can tap into this potential 10X revenue multiplier.Accelerate Sales, Retention, Customer Loyalty through Conversations.If you thought it was just about chatbots and cognitive virtual assistants, you’ve been holding off a potentially 10X revenue multiplier under the hood.Read on to know more about how conversational marketing can massively accelerate your automated conversions.So, what is conversational marketing?Photo by Headway on UnsplashConversational marketing is the art of giving your users the information they need to buy your product, as relevant and crisp answers to all the questions they may already have about your product. When executed well, conversational marketing has been known to deliver upwards of 100% revenue growth from digital channels, making it...
Natural Language Principles. Natural Language Processing (NLP) | by Sangramsing Kayte | Dec, 2020
ai, ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, machine-learning, nlp, robot chat

Natural Language Principles. Natural Language Processing (NLP) | by Sangramsing Kayte | Dec, 2020

Natural language processing (NLP) is a branch of artificial intelligence that helps computers understand, interpret and manipulate human language. NLP draws from many disciplines, including computer science and computational linguistics, in its pursuit to fill the gap between human communication and computer understanding.Evolution of natural language processingWhile natural language processing isn’t a new science, the technology is rapidly advancing thanks to an increased interest in human-to-machine communications, plus an availability of big data, powerful computing and enhanced algorithms.As a human, you may speak and write in English, Spanish or Chinese. But a computer’s native language — known as machine code or machine language — is largely incomprehensible to most people. At you...
Our Future to 5 Levels of AI. I wanted to give some insight into what… | by Brynn Chadwick
ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, conversational-ui, creating chatbots, google chat bots, machine-learning, robot chat

Our Future to 5 Levels of AI. I wanted to give some insight into what… | by Brynn Chadwick

I wanted to give some insight into what we are working on, how nib is working towards the 5 levels of Digital Assistants. Originally coined by Rasa and a great way businesses can align their roadmaps to true conversational AI.In 2 years, we have deployed Digital Assistants in the following places: Webchat, Google Home, Amazon Alexa and most recently Telephony. It is still early days as these chatbots only handle simple question and answer pairs. Although, Google Duplex showed the world what the next level of Digital Assistants can do for us every day. Transforming to opensource conversational software allows our Digital Assistants to handle contextual conversations.At nib, this is the future of Digital Assistants at each level:Through this article, I will prove examples relevant to Aust...
Use of NLP in Canvas. Abstract | by Yash Choksi | Dec, 2020
ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, deep-learning, machine-learning, nlp, prototyping, robot chat

Use of NLP in Canvas. Abstract | by Yash Choksi | Dec, 2020

In this project we are creating prototype and then working model for Canvas school mmannagement application. As we are students of California State University- Los Angeles we are using canvas as our daily class management application which deals managing assignments, homeworks and even discussions on any specific topics and many more. Now it is really overwelming taks to reach out to each and every demand which is createed by different professors. To tackle that problem we are introcuding one solution for voice assistant in canvas application. When anny student login into his account it clearly shows them what are pennding tasks and many more instructions. Wee are also extending our feeatures to read out discussions, give summary of long discussions and for that we are using topic model...