AssemblyAI is an AI-powered tool that specializes in converting audio and video files into text at scale. With features such as real-time transcription, speaker diarization, custom vocabulary, and natural-sounding text-to-speech, AssemblyAI's products are designed to provide reliable transcriptions and critical insights across various sectors.
AssemblyAI also offers API metrics and analytics, data annotation and labeling, and integrations with popular programming languages. AssemblyAI's pricing structure is straightforward and transparent, and the company offers a free limited trial for first-time users.
TLDR
AssemblyAI is an AI-powered transcription tool that offers advanced features like real-time transcription, custom vocabulary, and natural-sounding text-to-speech. Their API features include real-time metrics, granular analytics, and usage reports. Additionally, their platform includes tools for data annotation and labeling.
AssemblyAI offers integrations with popular programming languages, and its pricing is on a pay-as-you-go basis.
Company Overview
AssemblyAI is an artificial intelligence tool provider that specializes in converting audio and video files into text at scale. Their core transcription product relies on advanced AI models that accurately convert audio files, video files, and live audio streams into text, providing precise and reliable transcriptions that can be used for a myriad of purposes.
AssemblyAI's audio intelligence models utilize advanced algorithms to summarize speech, detect hateful content, categorize spoken topics, and more. With these abilities, users can unlock rich, accurate data from call recordings, caption, categorize, and moderate video content, and easily transcribe and analyze insights from virtual meetings. Moreover, users can target and analyze media content from TV, podcasts, and radio, opening up previously-unattainable sources of information.
AssemblyAI's products are designed to be used across multiple industries, including healthcare, finance, customer service, and media. Their platform offers several features, including summarization, auto-tune, premier support, and security, and their pricing is transparent and straightforward, allowing customers to scale up as their needs increase. AssemblyAI's blog features case studies, technical resources, changelogs, tutorials, and a playground for developers to experiment with AI models and tools.
AssemblyAI is a globally-distributed company that values inclusivity, diversity, and innovation. Their teams of researchers and engineers work tirelessly to create cutting-edge AI models that provide actionable insights to their customers. As a fast-growing company, AssemblyAI is flush with new cash, and they are looking to grow their AI-as-a-service business to new heights.
Their advanced AI models have the potential to unlock previously-unseen insights and help businesses make data-driven decisions with ease.
Features
Speech-to-Text API
Real-time Transcription
The AssemblyAI Speech-to-Text API provides real-time transcription with a high degree of accuracy. The API converts audio data to text, creating transcriptions for use in various applications.
This feature can be used for transcription and closed captioning in media content, such as video or podcast, or to transcribe meetings and other spoken conversations. The real-time nature of the service ensures that transcriptions are generated quickly and can be used immediately, streamlining workflows and improving accessibility.
Custom Vocabulary
The Speech-to-Text API allows users to create custom vocabularies to improve accuracy for domain-specific terminology. By providing a list of complex names, industry-specific jargon, or other specialized terms, the API can more accurately transcribe audio containing these terms. This feature is especially useful for legal, medical, or technical transcription applications, where accuracy is crucial.
The custom vocabulary feature also improves the API's ability to convert audio data to text by learning from user-provided data, resulting in more accurate transcriptions over time.
Speaker Diarization
AssemblyAI's Speech-to-Text API features speaker diarization, which identifies and separates different speakers in audio data. The API can label different speakers by assigning unique identifiers to each one, making it easier to differentiate between them later on.
This feature is especially useful for capturing meeting notes or transcribing interviews. The Speaker Diarization feature helps to improve overall accuracy by breaking down audio data into smaller snippets and increasing recognition accuracy for each individual.
Text-to-Speech API
70 Natural Voices
The AssemblyAI Text-to-Speech API offers a wide variety of natural-sounding voices to choose from, with more than 70 different language and region variations. With this feature, users can create audio recordings for use in a wide range of applications, such as virtual assistants, audiobooks, or telephone systems. The natural sound of the voices allows for a more personal and engaging user experience, while the wide range of languages ensures global accessibility.
Custom Intonation
The Text-to-Speech API enables users to customize intonation on a per-phrase basis, allowing for more expressive and natural-sounding audio recordings. This feature simulates the natural patterns of speech, including pitch, volume, and speed variations, creating a more authentic experience. The API can also provide additional voice effects, such as whispering, to add variety and personality to the audio recordings.
Real-Time Prosody
The Text-to-Speech API's Real-Time Prosody feature adjusts intonation and speech patterns based on the text input, creating smoother and more accurate audio translations. The feature can adapt to the specific user by analyzing spoken language patterns, resulting in personalized audio recordings. This feature is especially useful for chatbots or virtual assistants, where personalized responses are essential for creating an engaging experience.
API Metrics & Analytics
Real-time Metrics
AssemblyAI's API Metrics & Analytics feature provides real-time performance metrics, such as Recognition Accuracy and Latency. These metrics enable users to monitor API performance, quickly identifying and troubleshooting any issues that may occur.
This feature is especially useful for users who rely on the API for time-sensitive applications, such as live streaming or urgent transcription needs. Real-time metrics also allow users to optimize their workflow and adjust to changing requirements, allowing for greater flexibility and agility in operations.
Granular Analytics
AssemblyAI's API Metrics & Analytics feature enables granular analytics of API usage and performance, allowing users to access detailed usage data and troubleshoot specific issues. This feature tracks API usage across a wide range of metrics, including request count, request duration, and error rates, among others. The granular analytics feature aids in optimizing operations and enhancing user experience by giving users greater insights into how the API is used and how it can be improved.
Usage Reports
The API Metrics & Analytics feature includes usage reports that allow users to monitor API usage and inform budgeting and forecasting decisions. These reports provide valuable information, such as usage trends and patterns, usage by API features, and usage by user or account. The reports further assist users in optimizing API usage by enabling them to make data-driven decisions that align more closely with their business needs and goals.
Data Annotation & Labeling
Quality Control
AssemblyAI's Data Annotation & Labeling feature provides Quality Control tools, ensuring that data is accurate and well-labeled. This feature automates a significant portion of the annotation process, reducing the risk of human error and ensuring accuracy. The Quality Control tools provide many benefits, including reducing the cost and time required for manual annotation and enhancing the overall quality of machine learning models.
The feature also helps users ensure compliance with labeling regulations or standards, minimizing potential loss or errors in the labeling process.
Scalable Annotation
The Data Annotation & Labeling feature enables users to easily scale annotation efforts, either by increasing the volume of data labeled or by increasing the number of users available to label. The feature automates many of the time-consuming tasks associated with manual annotation, freeing up user time for more complex tasks. The scalable annotation feature also allows users to scale their machine learning models efficiently, reducing unnecessary expenses and ensuring that the annotations produced effectively represent the data that is being studied.
Flexible Integration
The Data Annotation & Labeling feature integrates seamlessly with a wide range of data types, including text, audio, image, and video data. This feature supports many annotation types, including classification, object detection, and image segmentation, among others. The flexibility of the feature ensures that users can use it across many data sets and applications, enhancing productivity and accuracy in various areas of operation.
Integrations
AssemblyAI offers a variety of integrations with major programming languages, including Python, Ruby Language, PHP, TypeScript, and Microsoft. These integrations allow developers to easily incorporate AssemblyAI's speech-to-text and natural language processing (NLP) capabilities into their software and applications.
Python
AssemblyAI has a Python library that makes it simple for developers to interact with the API to transcribe audio and receive metadata about the audio, such as keywords and speaker identification. The Python library supports streaming audio, so it can transcribe audio in real-time. This integration is especially useful for developers building applications that need to transcribe audio, such as chatbots, note-taking apps, and voice assistants.
Ruby Language
AssemblyAI also offers a Ruby Language integration that allows developers to easily transcribe audio and perform natural language processing in Ruby. With easy-to-use Ruby methods, developers can incorporate speech-to-text and NLP into their applications without spending time on custom integration work. This integration is ideal for developers who prefer using Ruby and need to incorporate speech-to-text and NLP functionality into their applications.
PHP
The PHP integration offered by AssemblyAI is designed for PHP developers who want to integrate speech-to-text and NLP into their applications. This integration makes it easy for developers to interface with AssemblyAI's API, transcribe audio, and receive metadata about the audio, such as speaker identification and sentiment analysis. This integration is ideal for developers who use PHP and require speech-to-text and NLP functionality in their applications.
TypeScript
AssemblyAI offers TypeScript integration that allows developers to take advantage of speech-to-text and NLP capabilities in their JavaScript applications. TypeScript integration makes it easier for developers to unit test and debug their code.
TypeScript offers a strong type checking capability that can help ensure code stability and reduce the risk of bugs. This integration is useful for developers who want to incorporate speech-to-text and NLP into their JavaScript projects.
Microsoft
AssemblyAI offers an integration with Microsoft that allows developers to use AssemblyAI's speech-to-text and NLP capabilities in their Microsoft applications. The integration is easy to set up, and developers can use AssemblyAI's API to transcribe audio and perform NLP tasks in Microsoft applications. This integration is ideal for developers who work exclusively with Microsoft tools.
Steamship
The Steamship integration offered by AssemblyAI is ideal for businesses looking to incorporate speech-to-text and NLP into their shipping and logistics software. Steamship integration allows developers to build custom solutions using AssemblyAI's API to transcribe audio and perform NLP. This integration is useful for businesses that need an affordable and easy solution for analyzing their voice data, identifying keywords, and extracting meaningful insights.
Pricing
AssemblyAI offers a Pay-As-You-Go pricing model, giving you complete transparency over the amount you spend on their services. With this model, you have access to their AI models per second transcribed.
For Core Transcription, AssemblyAI's premier service for turning various audio files, video files, and live audio streams into text, the price starts at $0.0025 per second transcribed. This includes access to their new Conformer-1 model that has been trained on 650k hours of audio data, allowing for state-of-the-art accuracy in transcription.
Their Audio Intelligence service, which includes summarization, sentiment analysis, entity detection, PII redaction, and content moderation, starts at $0.028 per second transcribed.
If you're uncertain about whether AssemblyAI is the right fit for your use case, you can sign up for a free limited trial that can be upgraded at any time by adding a credit card to your account. If you plan to send large volumes of audio and video content through their API, AssemblyAI may offer you a volume discount.
It's important to note that files take around 25% of their duration to process. For instance, a 20-minute audio or video file would take 5 minutes to process.
Once you add a credit card and deposit funds into your account, your account's funds will be drained as you use the API. AssemblyAI also provides email support at [email protected], as well as access to their live chat feature located in the bottom right corner of their website.
AssemblyAI supports over 12 languages, including Global English, which encompasses English and its various accents. With their Pay-As-You-Go pricing model, powerful AI models, and 24/7 support, AssemblyAI provides an accessible and reliable tool for businesses seeking AI-supported transcription and intelligence services.
FAQ
What is AssemblyAI?
AssemblyAI is an advanced AI tool provider that converts audio and video files into text at scale. Their transcription product relies on cutting-edge AI models that accurately convert audio and video files and live audio streams into text.
What are some of AssemblyAI's key features?
AssemblyAI's platform offers several features, including summarization, auto-tune, premium support, and security. Their AI models can summarize speech, detect hateful content, categorize spoken topics, and more.
What industries does AssemblyAI serve?
AssemblyAI's products are designed to be used across multiple industries, including healthcare, finance, customer service, and media.
What is AssemblyAI's pricing structure like?
AssemblyAI's pricing is transparent and straightforward, allowing customers to scale up as their needs increase. Customers can take advantage of free trial periods to see if AssemblyAI's product is a good fit for them.
What kind of businesses can benefit from using AssemblyAI?
AssemblyAI's product can benefit a wide range of businesses. It can be used for anything from analyzing call center data to determining the sentiment of customer feedback to transcribing virtual meetings.
What sets AssemblyAI apart from other AI tool providers?
AssemblyAI's advanced AI models have the potential to unlock previously-unseen insights and help businesses make data-driven decisions with ease. Additionally, AssemblyAI values inclusivity, diversity, and innovation, and their pricing is transparent and easy to understand.
What types of files can AssemblyAI's transcription product convert?
AssemblyAI's transcription product can convert audio files, video files, and live audio streams into text.
What are some of AssemblyAI's primary use cases?
AssemblyAI's transcription product can be used for a myriad of purposes. Some of its primary use cases include analyzing call center data, transcribing virtual meetings, determining the sentiment of customer feedback, and categorizing and moderating video content.
What is AssemblyAI's blog used for?
AssemblyAI's blog features case studies, technical resources, changelogs, tutorials, and a playground for developers to experiment with AI models and tools.
How does AssemblyAI ensure its customers' security?
AssemblyAI takes security very seriously and implements several measures to ensure its customers' data is secure. It encrypts sensitive data and uses secure cloud storage.
