It goes without saying that technology is taking over the world, and artificial intelligence is a big part of it. Big businesses and small brands alike are realizing the power of AI and leveraging it because it makes work easier, boosts productivity, and helps enhance client and customer experience and satisfaction.

It works when you install software or applications in your system, which uses artificial intelligence (AI) to do tasks that would otherwise require humans, such as learning, reasoning, solving problems, making decisions, and natural language processing.

Some common examples of AI software are chatbots, virtual assistants, recommendation engines, image and speech recognition software, and predictive analytics tools. There are many of these in the industry and if you are wondering where to start, this article explores the ten best overall artificial intelligence software.

Common features of AI software

Before we get into the nitty-gritty of this article, what exactly are you looking for in AI software? What features are you interested in?

Artificial intelligence software features can vary widely depending on the application and the specific technology they use. Here are some general features and variations that you can expect.

Machine learning algorithms are basically what make artificial intelligence work the way it does. They often use machine learning algorithms to analyze and learn from data to identify patterns, make predictions, and improve performance over time.

Natural language processing (NLP) is the ability to analyze and understand human language using NLP techniques that allow the software to communicate with users through text or speech, and process and analyze large amounts of data.

Computer vision is AI software that involves image or video analysis and is often used to identify and classify objects, recognize patterns, and detect anomalies.

Big data processing is an AI software variation that processes and analyzes large amounts of data to make accurate predictions and recommendations. This requires powerful computing resources and efficient algorithms for processing and analyzing data.

Most AI software is designed to make decisions and recommendations based on data analysis. Decision-making algorithms use techniques such as decision trees, neural networks, or reinforcement learning to identify the best course of action.

To perform specific tasks, AI software programs need to integrate with other systems and apps, such as databases, cloud platforms, or IoT devices, which require robust integration tools for smooth communication and data transfer between the systems.

Top 10 overall AI software

Various AI software help in a myriad of fields. Check out this AI software and where they are best applied.

TensorFlow

TensorFlow (opens in new tab) is easy to use, flexible, and scalable, making it the perfect option for newbies in machine learning. It has an amazing framework that can help you easily learn and understand how different machine-learning models work.

It also supports a wide range of tasks including deep learning, neural networks, and natural language processing, and is widely used in industries such as healthcare, finance, and transportation, among others.

The software is designed to work and optimize performance with both CPUs and GPUs and allows developers to build models using a variety of techniques such as deep neural networks, convolutional neural networks, and recurrent neural networks.

It provides a wide range of functions for building and training models, including tools for data processing, visualization, and debugging, as well as high-level APIs that allow users to quickly build and test them. TensorFlow is free to use.

Cortana

Cortana (opens in new tab) is a virtual assistant software for people who use Windows and Microsoft suite of productivity tools, such as Outlook, OneNote, and Office 365, as it can integrate with these applications to provide a more seamless experience.

It was developed by Microsoft, primarily for the Windows operating system, and can be used on PCs, smartphones, and Xbox One consoles. It offers a wide range of features, including voice-activated commands, calendar management, reminders, and search capabilities.

One of the unique features of Cortana is its ability to personalize its responses and suggestions based on a user’s preferences and history. For example, Cortana can learn a user’s favorite sports team or news topics and provide updates and information accordingly.

While Cortana is a standalone assistant, Microsoft has announced plans to discontinue it as independent software. Instead, users can expect it to be integrated into other Microsoft products, such as the Windows 10 operating system and the Microsoft Teams collaboration platform.

Whatever the case, Cortana is a useful and innovative virtual assistant software that you can rely on to make your work easier. Cortana is free to use.

Google Assistant

Google Assistant (opens in new tab) is a great tool for people who are looking for a convenient way to interact with their smart devices without necessarily having to use their hands. It can be particularly helpful for people with disabilities or limited mobility, as well as those who are busy and need to multitask.

Some tasks the software can help you with include setting reminders, sending messages, making phone calls, playing music, and controlling smart home devices. It can also provide personalized recommendations, weather updates, news briefings, and other useful information based on your preferences and habits.

One of the advantages of Google Assistant is that you can use it on various devices including smart speakers and smart displays. Its integration with other Google services makes it incredible and convenient too. Here is a comprehensive list of all of the phones and devices you can use Google AI on (opens in new tab).

You can use Google Assistant to search the internet, check your Gmail or Google Calendar, and access Google Maps for navigation. Google Assistant also supports third-party apps and services, such as Uber and Spotify, which can be used through voice commands. Google Assistant is free to use with a Google account.

Microsoft Azure

Microsoft Azure (opens in new tab) is a cloud computing platform designed for individuals and organizations looking to build and deploy artificial intelligence and machine learning applications. It provides a wide range of features and tools to enable developers to build intelligent applications.

Azure Machine Learning allows developers to build, deploy, and manage machine learning models at scale. It provides various tools and features to create and train models, as well as to deploy them to various platforms.

The Azure Cognitive Services offer pre-built APIs that developers can use to add intelligent features to their applications, such as speech and image recognition, language understanding, and sentiment analysis.

It also offers Azure Bot Service, a function that enables developers to build, test, and deploy intelligent bots that can communicate with users through various channels such as web, mobile, and messaging platforms.

Other features the software offers are Azure Databricks which provides a fast, easy, and collaborative Apache Spark-based analytics platform that allows developers to build and scale big data applications, and Azure Search feature that provides an API to add search capabilities to applications using AI-powered algorithms, such as natural language processing.

Azure AI provides a whole suite of comprehensive services that helps developers build intelligent applications quickly and easily. You can get a free account that provides over 25 services. If you want an upgrade then you will have to pay for their advanced features or go with their pay-as-you-go model.

Salesforce Einstein

Salesforce Einstein (opens in new tab) is a powerful software that can help businesses gain insights into customer behavior, automate routine tasks, and make data-driven decisions. The tool uses machine learning algorithms to provide predictive analytics, natural language processing, and other AI capabilities to Salesforce’s customer relationship management (CRM) software.

It offers functions such as Predictive Analytics, which can help you analyze customer data and gain insights into your customer behavior. For example, it can use machine learning algorithms to predict which customers are most likely to make a purchase or which leads are most likely to convert to customers.

The software’s Natural Language Processing feature helps in analyzing customer interactions and automatically classifies customer feedback. This can help you quickly identify and address your customer’s concerns.

Other features are automated tasks and personalization, which can help enhance productivity and customer satisfaction by personalizing customer interactions and automating routine tasks such as data entry or lead qualification.

As a potential disadvantage, Salesforce Einstein may require more time and resources to implement and maintain or be difficult to use for some users. You get a 30-day free trial after which you can contact the company for custom pricing. They use the pay-per-feature model.

IBM Watson

A suite of AI tools and services that can be used to build chatbots, analyze data, and automate business processes. IBM Watson (opens in new tab) is particularly good for natural language processing.

The software is primarily designed for professionals who want to process and analyze large volumes of unstructured data, using natural language processing (NLP) and machine learning (ML) algorithms. This data may be text, images, audio, and more.

Apart from Natural language processing (NLP) and machine learning, other features of IBM Watson are cognitive computing and data visualization that enables it to simulate human thought processes, analyze complex problems, and generate insights that would be difficult for humans to discover.

It also provides tools for creating interactive visualizations of data, making it easier to identify patterns and trends in large datasets.

Some applications IBM Watson has been used in include healthcare, finance, marketing, and customer service among others.

There are three pricing plans you can choose from. The Lite plan is free, Plus plan starts at $140/ month, and the enterprise plan is custom.

H2O.ai

Founded a decade ago (2012), H2O.ai (opens in new tab) is a software company that provides a range of machine learning platforms and solutions for businesses. Because of its many services and features, it has become a favorite to many, for building machine learning algorithms such as generalized linear modeling, deep learning, and gradient boosting. 

The platform has a friendly user interface, making it easy to use even for those who are not tech-savvy. It has an intuitive interface and straightforward workflows that make it easy to build, train, and deploy machine learning models.

It is also highly scalable and capable of handling large datasets and complex modeling tasks with ease, making them well-suited for enterprise-level applications.

When it comes to performance, H2O.ai’s platforms are highly optimized. They offer efficient algorithms and distributed computing capabilities that enable fast model training and inference.

Community support is top-notch as they have built a large and active community of users, developers, and contributors who provide support, share best practices, and contribute to the development of new features and capabilities.

Overall, if you’re looking for a powerful and flexible machine-learning platform for your business, H2O.ai is definitely worth considering. Just keep in mind that it’s important to carefully evaluate your needs and goals before making a decision. As a new user, you get a 90-day free trial after which you’ll be charged on a per-feature basis. You will need to contact the company for custom pricing.

Infosys Nia (opens in new tab) is the best AI-powered cloud-based platform solution for businesses who need help with organizations, data collection, automation, and streamlining their business processes. It uses advanced technologies such as machine learning, cognitive automation, and advanced analytics to help organizations drive better business outcomes.

The platform provides a range of features and capabilities, including natural language processing, image recognition, and predictive analytics, that help organizations unlock new business opportunities and drive growth.

It offers advanced NLP capabilities that enable it to understand and interpret human language, including text and speech, robotic process automation capabilities that can automate repetitive, rule-based tasks to help increase operational efficiency, and virtual agents that can interact with users and help them with their queries, hence reducing the need for human intervention.

Other features you get by using the Infosys Nia platform are chatbots, knowledge management functionalities, and data integration. These help the business store and manage information efficiently, connect and integrate data from multiple sources, and provide users with an excellent experience.

Infosys Nia uses a per-feature pricing model. Contact the company for custom pricing.

OpenAI Gym

Looking for a toolkit for creating learning algorithms and building intelligent agents that learn to interact with environments? OpenAI Gym (opens in new tab) is definitely your best option.

The platform provides a range of features and capabilities including standardized and customization environments, reinforcement learning algorithms, and visualization tools to help researchers test and benchmark their algorithms consistently and easily reproducibly.

It is an easy-to-use API that offers intuitive interfaces, extensive documentation, and a large community of users and contributors, making it easy to get started and find help when needed.

The standardized and customizable environments allow users to easily compare different reinforcement learning algorithms on the same set of environments, helping them accelerate progress in the field by making it easier to identify the most effective approaches. OpenAI Gym is a free open-source software.

PyTorch

PyTorch (opens in new tab) is an open-source machine learning library that is widely used by researchers and developers alike for building deep learning models. It was developed by Facebook’s AI Research team (FAIR) and has gained immense popularity due to its ease of use and flexibility.

It has a Pythonic API that has made it easy to learn, making it popular among developers who are new to machine learning. The strong community support of developers who contribute and provide support to the library and other users has also contributed to its popularity with newbies.

Another feature is its easy and seamless integration with other Python libraries such as NumPy, SciPy, and Pandas, which has made it easy to preprocess data and analyze results.

Some common applications and uses of PyTorch include computer vision, natural language processing (NLP), and speech recognition, used for a variety of tasks, such as image classification, object detection, machine translation, and text generation. PyTorch is a free open-source software.

General AI software applications

Some of the most common AI applications include NLP, image and video detention, predictive analytics, robotics, virtual assistants, and gaming.

As mentioned previously, Natural Language Processing is a branch of Artificial Intelligence that enables computers to understand, interpret, and generate human language. It is applied in language translation, sentiment analysis, chatbots, and more.

Some AI algorithms are trained to recognize objects, faces, and scenes in images and videos. Image and video recognition are applied in security surveillance, self-driving cars, and medical imaging among others.

Additionally, predictive analytics uses machine learning algorithms to analyze data and make predictions about future outcomes. This software is used in fraud detection, credit scoring, supply chain management, and more.

Moreover, robotics is a field that combines AI with mechanical engineering to create machines that can perform tasks autonomously. Some places robotics is used are in manufacturing, healthcare, and space exploration.

Virtual assistants, such as Siri and Alexa, are used in applications like home automation and personal productivity. They use natural language processing and machine learning algorithms to understand and respond to user requests.

Game developers use AI technology in video games, casino gaming, and other gaming applications to create intelligent opponents that can adapt and learn from their environment.

AI is out of the box

AI software is for everyone and can be applied in all industries. Whether you are into machine learning for personal gains, are running an individual brand or a small business, or even in big enterprises and organizations, they help increase productivity and workflows, and enhance great communication and customer experiences.

The best part of it is that most of them are free and easy to use. All you need to do is sign up and you are ready to get started. You can also easily get all the help you need. If you are a little more advanced, most of them are pretty affordable as seen in this article.

10 best AI voice generators

AI voice generators are a technology that uses artificial intelligence to create voices that sound like real people. They are used in various applications such as text-to-speech (TTS) systems, voice assistants, virtual agents, audiobooks, podcasts, and more.

This software uses techniques like deep learning and other machine learning technology, to analyze and learn from multiple audio data and create a natural-sounding synthetic voice like that of a real person. Some of them are even able to mimic the nuances of human speech such as emphasis, tone, and intonation.

In some cases, AI voice generators are used to improve accessibility for individuals with visual impairments, enhance the user experience of digital products, and streamline workflows in industries like healthcare and finance.

How it works

AI voice generators learn and mimic characteristics of human speech using deep learning models, such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). These models are trained on large datasets of human speech recordings, and they learn to identify and reproduce the patterns and nuances of human speech, such as tone, inflection, and accent.

How these models work is that they start by breaking down the speech recordings into smaller units such as words. They then reassemble them in a way that creates a realistic-sounding voice. In text-to-speech (TTS) technology, text input is transformed into speech by mapping the written words to their corresponding sounds.

Once the model has been trained on the dataset, it can generate new speech samples by predicting the appropriate output for a given input sequence. The quality of the generated speech depends on the size and quality of the training dataset, as well as the complexity of the model used.

Top 10 AI voice generators

Play.ht

Play.ht (opens in new tab) is a text-to-speech (TTS) service that allows users to convert written text into realistic-sounding audio. The software offers a range of options for users, including male voices, female voices, and multiple languages.

One of the main advantages of Play.ht is its ease of use. All you need to do is simply copy and paste your written text into the platform, select the voice and the language you want, and the tool will generate your desired audio for you. You also get a variety of customization options, such as the ability to adjust the speed and pitch of the voice.

Another benefit of Play.ht is its range of pricing plans to suit different needs and budgets, hosting a variety of premium plans and payment options.  They offer pay-as-you-go options as well as monthly subscriptions. Additionally, Play.ht offers a free plan with a 5,000-word limit. Premium plans start at $39.25/ month or $29.25/ month billed yearly

However, note that the service may not be suitable for users who require highly specialized voices. If you need strong regional accents or unique speech patterns this might not be your suitable option.

While the voices are generally of high quality, they may sound robotic and unnatural sometimes, especially when speaking longer pieces of text.

Play.ht is useful, efficient, and cost-effective for users who need to convert text to audio fast and easily, but it may not be the best choice for all users. It all comes down to your specific needs and requirements.

Synthesia

Synthesia (opens in new tab) is a technology company that offers multiple services in its niche. It is popularly known for its video generation feature that uses AI to generate realistic-looking videos of people speaking different languages. They also offer AI voice generator that uses text-to-speech technology to convert text to spoken words.

Synthesia offers 120 plus languages and accents in an easy-to-use video and audio creation tool. They offer great customer support, and one free project for new users. Premium service starts at $30/ month.

You can use this for various applications, including e-learning and educational videos, audiobook narration, automated voice responses, and voiceovers for videos and podcasts. The Synthesia voice generator is a powerful tool that can help you save time and effort in creating high-quality audio and video content.

Amazon Polly

Amazon Polly (opens in new tab) is a cloud-based text-to-speech (TTS) service developed by Amazon Web Services (AWS). It offers a wide range of features, especially for developers, allowing them to add natural sounds to their apps and other projects.

The service is user-friendly for users who are not tech-savvy. You get a range of options for languages and voices, and you can easily convert your written texts to speech.

The text-to-speech service uses advanced deep learning technologies to convert text into human-like sounds and allows developers to add speech capabilities to their applications and software. You also get customizable pronunciation and intonation to create a natural-sounding output.

Some applications of Amazon Polly include voice-enabled news readers, text-to-speech book readers, and voice user interfaces for IoT devices. You get to use it to generate audio files for podcasts, videos, and other multimedia content too.

The service is also quite transparent and cost-effective as it charges per character of text converted to speech, with no minimum fees or upfront costs. This means you only pay for what you use, making it an affordable option, especially for small-scale projects. Amazon Polly offers a generous free tier, with up to 5 million characters per month for your first year. It uses a pay-as-you-go model (you only get billed monthly for the number of texts you process).

Murf.ai

Murfai.ai (opens in new tab) is by far one of the most popular AI voice generators. Their AI-powered voice technology can create realistic voices that sound like real humans, with intonation, pronunciation, and emotions that are similar to those of a human speaker.

Users can generate voices in a wide range of languages, including English, Spanish, French, German, Italian, Portuguese, Chinese, and more. They also offer different accents for each language, allowing users to select the one that suits their projects.

Customization features include adjusting the voice speed, pitch, and volume to suit your specific needs, and the option to choose between male and female voices, which can add more versatility to your projects.

Like most of its alternatives, Murf.ai offers a pay-per-use model, which means that you only pay for the number of characters you need to convert to speech. You also get a free trial with 5,000 characters, to get you started with the software and allow you to test the service before committing to a plan. Murf.ai starts at $29/month or $19/ month if billed yearly.

Google Cloud Text-to-Speech

Google Cloud Text-to-Speech (opens in new tab) is similar to Amazon Polly, as both were created with developers in mind. The service is provided by the Google Cloud Platform and allows developers to synthesize natural-sounding speech from text.

Users can convert text into audio files, which they can then use in various applications, such as virtual assistants, chatbots, and audiobooks. The service supports a wide range of languages and voices, as well as multiple accents and genders.

To get started, you first need to create a Google Cloud Platform account and set up your project. You can then use the Text-to-Speech API to input text and receive audio. You can adjust and customize the voices in terms of pitch, speaking rate, and volume, depending on your needs.

The simple integration also comes in handy when you need to work with other platforms. You can easily integrate into various applications and platforms using APIs, making it easy to add text-to-speech functionality to your other projects.

Fliki.ai

Fliki.ai (opens in new tab) uses natural language processing (NLP) and machine learning (ML) algorithms to help writers, marketers, and content creators generate high-quality content quickly and efficiently. You can use it to generate blog posts, social media posts, product descriptions, and other types of content in a matter of seconds.

The platform offers a range of features, including the ability to customize the tone and style of the generated speech, optimize it for search engines, and integrate it with various content management systems (CMS) and social media platforms. Fliki.ai offers 900 different voices in over 75 languages with over 100 original dialects.

It is user-friendly, and you can easily turn your text into speech and generate multimedia videos fast and easily. Other applications of the software include generating high-quality audiobooks, documentaries, narration, podcasts, voice assistants, YouTube voiceovers, and more.

One of the reasons why content creators and marketers love Fliki.ai is that it can save time and resources by automating the content creation process, allowing users to focus on other essential tasks. It also helps ensure consistency and quality in the content produced.

Fliki.ai is super affordable, starting at $8/month, with a free trial that includes up to 5 minutes of audio and/or video per month.

Lovo.ai

Lovo.ai (opens in new tab) is a text-to-speech (TTS) software that provides AI-generated voices in multiple languages and accents. It uses advanced deep-learning technology to produce natural-sounding voices with expressiveness and emotion. You can use it to create custom voiceovers for a variety of applications, including podcasts, e-learning courses, videos, and virtual assistants.

With the range of customization options provided, users can adjust the tone, speed, and emphasis of the generated voice to suit their needs.

Lovo.ai’s voice generator has received numerous positive reviews from real-time users and industry experts for its quality and versatility. Keep in mind that performance may vary depending on the specific input data. Make use of their 14-day free trial to determine whether you would like to invest in it. Lovo.ai’s service starts at $25/month billed or $19/month if billed yearly.

Resemble.ai

Resemble.ai (opens in new tab) uses deep learning technology to analyze and learn from human speech patterns and generate synthetic voices that sound like the original speaker. This technology can be used in different applications, including voiceovers for YouTube videos, virtual assistants, chatbots, and personalized audio messages.

Users also get a range of customization options, allowing them to adjust the pitch, tone, and emphasis of the voices, and add background noises as well as other audio effects. The platform provides a simple and user-friendly interface for creating and managing projects and offers integration with other popular software.

Besides text-to-speech, other functionalities include Voice Cloning, which allows you to create custom digital voice clones to mimic the voice of real people. You can use these voice clones for voiceovers, automated voice response systems, and chatbots.

Voice Transformation allows users to change the pitch, tone, and speed of a recorded voice. This feature can create unique and customized voices for various applications. The Audio Generation feature allows you to generate realistic sounds and noises, such as footsteps, raindrops, and animal sounds. This is mostly used to enhance the audio experience of games, films, and other multimedia content.

Another useful feature the service offer is Voice Analytics. This allows you to analyze the quality and characteristics of recorded voices. You can use it to measure voice clarity, emotion, and sentiment. It works well in applications such as call centers and customer service. Resemble.ai offers a pay-per-use model for custom voices, starting at $0.006 per second.

iSpeech

iSpeech (opens in new tab) uses AI to generate lifelike speeches. The software offers a wide range of voices to choose from and allows multiple customizations. This includes male voices, female voices, different accents, various languages, and the ability to adjust the pitch, speed, and tone of the generated speech to match your preferences. You also get the option to convert text to speech in real time.

The software is great for a variety of applications, including creating audiobooks, podcasts, and videos, and makes a great option for businesses, educators, content creators, and any other user who needs high-quality content.

iSpeech uses the pay-per-use pricing model using credits (1 credit equals 1 word), which starts at $50 for 2000 credits/ $0.025 per word or transaction.

Speechify

Speechify (opens in new tab) is another popular text-to-speech app designed to help users listen to any type of text, including books, articles, PDFs, and web pages, using natural-sounding voices. Speechify works by using AI to scan the content, and having a voice generator convert the text into audible speech.

It supports multiple languages and allows customization to adjust voices and accents, choose from different voice options (female or male), choose different languages, and adjust speed and tone.

Speechify is a popular tool for people with reading difficulties, for those who want to listen to articles and books, or for those who want to train to read faster and more efficiently. It is particularly useful for students who need to read through a high volume of dense coursework.

Cloud Syncing and integration with other apps have made it easy for users to access their text-to-speech content across multiple devices. This means that users can listen to their favorite books or articles on their phone, tablet, or computer, and seamlessly switch between devices.

Some of the tools the app integrates with include Pocket, Instapaper, and Safari, making it easy to also listen to articles and web pages on the go.

It has excellent accessibility and features a range of customizable settings, that allows adjustments in font sizes, color contrasts, and speech speeds, to ensure maximum accessibility for all users, including people with disabilities.

Speechify offers a limited free demo. Its premium pricing starts at $11.58/ month (billed yearly).

Application of AI voice generators

Whether professionally (for content creators and marketers) or for individual purposes, there is no reason you shouldn’t be using AI voice generators. They have a wide range of applications in different fields, such as personalized communication, entertainment, language learning, healthcare, and accessibility.

Voice assistants and chatbots are becoming more popular in businesses and personal brands. They not only help businesses personalize communication with their customers but also increase productivity by saving time and effort. They generate natural-sounding conversations and respond to queries in real time, providing a more engaging customer experience.

Animated characters, video games, and virtual reality experiences use AI voice generators to create realistic voiceovers. These tools are also used to generate voices for audiobooks and podcasts, which helps boost entertainment value.

AI voice generators can help language learners improve their pronunciation and listening skills. By generating high-quality speech samples, they can provide learners with accurate models of native speakers’ pronunciation.

Healthcare providers can use AI voice generators to provide patients with interactive voice-based coaching and support. They can be used to generate patient simulations to help professionals in this field train and prepare for complex medical situations.

AI voice generators have become popular for individuals with disabilities that affect their ability to speak, and vision, or for those who have difficulty communicating in different languages. For example, they can be used to provide real-time guidance and support to travelers with disabilities or special needs, helping them navigate complex transportation systems more easily.

There are multiple AI voice generators you will find in the market. The type of software you choose depends on your needs, preferences, and budget. Fortunately, most of this software comes with a free plan and is highly cost-effective.