NATURAL LANGUAGE PROCESSING (NLP)
OVERVIEW
Infuse powerful AI capabilities into your enterprise apps and build with Watson’s full suite of language, speech, vision, and empathy APIs.
Natural Language Processing (NLP) technologies provide the most effective cognitive computing application for furthering human intelligence, decision making, and the action required to extract business value from such perceptivity.
The capability for machines to understand natural language—for humans to interact with databases in layperson’s terms across sources—strikes at the core of converting the unstructured data of language into informed action.
NATURAL LANGUAGE PROCESSING (NLP)
NLP makes communication between human and machine easier than ever.
Speech-to-Text
Transform voice into written text with powerful machine learning technology.
Watson Speech to Text is a cloud-native solution that uses deep-learning AI algorithms to apply knowledge about grammar, language structure, and audio/voice signal composition to create customizable speech recognition for optimal text transcription.
Powerful Real-Time Speech Recognition
Transcribe your audio in real-time or via uploaded batch files using any of our available out-of-the-box language models, audio frequency options and transcription output features.
Value-Add Transcription Features
Format and organize your transcripts as you need by using features such as speaker labels, smart formatting, keyword spotting, numeric redaction, word timestamps, confidence and alternatives.
Text-to-Speech
Convert written text into natural-sounding audio in a variety of languages and voices.
With Watson Text to Speech, you can generate human-like audio from written text. Improve the customer experience and engagement by interacting with users in multiple languages and tones. Increase content accessibility for users with different abilities, provide audio options to avoid distracted driving, or automate customer service interactions to increase efficiencies.
Powerful Real-Time Speech Synthesis
Convert written text to natural-sounding speech using our latest neural speech synthesizing techniques.
Create Custom Voices Beta
Create a uniquely branded voice adapted to a target speaker of your choosing from as little as an hour of recordings. Premium feature only.
Synthesizes Across Languages and Voices
Watson Text to Speech supports voices in a variety of languages and offers multiple voices, including male and female voices in each language.
Watson Natural Language Understanding
The natural language processing (NLP) service for advanced text analytics.
Watson Natural Language Understanding is a cloud native product that uses deep learning to extract metadata from text such as entities, keywords, categories, sentiment, emotion, relations, and syntax.
Powerful insight extraction
Get underneath the topics mentioned in your data by using text analysis to extract keywords, concepts, categories, and more.
Extensive Language Support
Analyze your unstructered data in more than 13 languages.
High-Accuracy Extraction
Out-of-the-box machine learning models for text mining provide a high-degree of accuracy across your content.
Watson Language Translator
Dynamically translate news, patents, or conversational documents.
Language Translator translates text from one language to another. Take news from across the globe and present it in your language. Communicate with your customers in their own language, and more.
Translate Your Content
Translate text from one language to another. The service offers multiple domain-specific models.
Customize Your Translations
Analyze your unstructered data in more than 13 languages.
Watson Natural Language Classifier
Text classification made easy. Quickly train custom machine learning models to analyze and label your textual data.
Natural Language Classifier allows developers to quickly and easily build custom text classification models without the need for a data science or machine learning background. Simply upload your training data in a .csv file and you are ready to go! Natural Language Classifier will return the best matching classes for a sentence, phrase, or paragraph.
Identify next best actions, organize your data, or analyze your data for trends and new insights. Building custom machine learning models should not be something that only data scientists and machine learning experts can do. Start classifying your data today!
Train your first classifier in 15 minutes or less
Upload a .csv file with your training data and labels and you are ready to go! It’s that easy!
High accuracy on small datasets
Under the covers, Natural Language Classifier combines SVMs and a Convolutional Neural Network to provide you the highest accuracy possible.
Build applications your way
Use Python, Ruby, Go, Java, Node, or Curl to manage the API and integrate it into your applications!
Categorize your text data
Easily categorize your text to automate workflows, extract insights, and improve search and discovery.
Evaluate results
Update training data based on classification results to improve your confidence scores.
Train via Tooling or an API
Access capabilities through the API or non-technical tooling in order to build, train, and manage classifiers, regardless of your technical skills.
Watson Personality Insights
Predict personality characteristics, needs, and values via written text. Understand customer habits and preferences on an individual level—at scale.
Detailed personality portraits
Use linguistic analytics to infer individual personality characteristics (like big five, needs, and values) from digital communications such as email, blog posts, tweets, and forum posts.
Learn consumption preferences
Look at a user’s inclination to pursue different products, services, and activities, including shopping, music, movies, and more.
Tailor the customer experience
Understand individual customers for segmentation, personalized product recommendations, and highly targeted messaging.
Watson Tone Analyzer
Understand emotions and communication style in text.
The IBM Watson Tone Analyzer service uses linguistic analysis to detect emotional and language tones in written text.
Conduct social listening
Analyze emotions and tones in what people write online, like tweets or reviews. Predict whether they are happy, sad, confident, and more.
Enhance customer service
Monitor customer service and support conversations so you can respond to your customers appropriately and at scale. See if customers are satisfied or frustrated, and if agents are polite and sympathetic.
Integrate with chatbots
Enable your chatbot to detect customer tones so you can build dialog strategies to adjust the conversation accordingly.
Infuse powerful AI capabilities into your enterprise apps and build with IBM Watson’s full suite of language, speech, vision, and empathy APIs.
DEPLOY ARTIFICAL INTELLIGENCE & MACHINE LEARNING ON ANY CLOUD
OVERVIEW
What are IBM Cloud Pak solutions?
IBM Cloud Pak® offerings are an integrated set of AI-infused software solutions for hybrid cloud that help you fully implement intelligent workflows in your business to accelerate digital transformation.
IBM Cloud Pak solutions tap into the power of IBM Watson® to apply AI to your business to predict and shape future outcomes, automate complex processes, optimize your employees’ time and create more meaningful customer experiences.
The solutions are built on the Red Hat® open hybrid cloud platform so you can build once and deploy anywhere.
Complete Integrated Solutions
Delivered as a service with modular architecture.
Put AI to work with IBM Watson
Operationalize AI throughout your business.
Built on an open hybrid cloud platform
Deploy anywhere using the leading enterprise container platform with the richest open source ecosystem.
The Best Way To Work And Manage Across All Clouds
Running IBM Cloud Pak solutions on IBM Cloud® lets you focus on developing and managing your mission-critical applications on the most secure cloud for business.
Six IBM Cloud Pak solutions cover key workloads on your journey to the cloud.
Applications
IBM Cloud Pak for Applications helps you not only develop new, cloud-native applications but also unlock additional value from existing applications. Customers can maximize ROI, balance business requirements and risk, and equip developers with tools to increase efficiency.
Data
IBM Cloud Pak for Data helps to unify and simplify the collection, organization and analysis of data. Enterprises can turn data into insights through an integrated cloud-native architecture. IBM Cloud Pak for Data is extensible and easily customized to unique client data and AI landscapes through an integrated catalog of IBM, open-source and third-party microservices add-ons.
Integration
IBM Cloud Pak for Integration helps support the speed, flexibility, security and scale required for all your digital transformation initiatives. It comes preintegrated with functionality including API lifecycle, application and data integration, messaging and events, high-speed transfer and integration security. Pair IBM Cloud Pak for Integration with an agile integration strategy to meet escalating demand, reduce costs and increase operational agility.
Automation
IBM Cloud Pak for Automation helps you quickly scale to meet customer demand, rapidly create new offerings to gain competitive advantage, and support remote and onsite worker productivity. It is a complete and flexible set of integrated automation software that can be deployed wherever you need it, on any cloud.
Multicloud Management
IBM Cloud Pak for Multicloud Management helps to provide consistent visibility, automation and governance across a range of hybrid, multicloud management capabilities, such as infrastructure management and application management. You can achieve the level of automation required to ensure business operations continuity while quickly adapting to changing demand.
Security
IBM Cloud Pak for Security helps to uncover threats, make informed decisions about the risks, and respond faster to those threats — while leaving data where it is. Customers can integrate tools and connect workflows across hybrid, multicloud environments using a security platform that runs anywhere.
Digital Innovation Delivered!
We design, build and deliver technology-based innovations that create significant competitive advantage and revenue growth potential for our clients.