Machine translation (MT), also known as automated translation, refers to the automated process by which computer software translates text from one language to another without human intervention. There are three main approaches to machine translation: rule-based, statistical and neural network.
Modern machine translation software often supports customisation based on specific domains or professions, improving the quality of translations by narrowing the range of acceptable substitutions.
These APIs are used in a wide range of applications, including websites that offer multilingual content, mobile apps for travelers, customer support systems that provide translations, and more.
For users seeking a cost-effective engine, opting for an open-source model is the recommended choice. Here is the list of best AI Machine Translation Open Source Models:
Marian NMT is a neural machine translation framework, which has been developed by the Microsoft Translator team. Its efficient translation process and high translation quality are widely acknowledged.
This open-source framework is incredibly versatile for various translation tasks, as it supports a wide range of languages and language pairs.
OpenNMT is an open-source neural machine translation framework that features pre-trained models for multiple language pairs. OpenNMT's exceptional versatility makes it possible for users to fine-tune models for particular domains and tasks.
Developed by Google Brain, Tensor2Tensor is an all-encompassing collection of advanced learning models designed for NLP tasks such as machine translation. This resource is constructed atop TensorFlow, which makes integration with other TensorFlow-based projects effortless.
Opus-MT is a machine translation framework that aims to simplify the utilization of multilingual translation datasets. It provides pre-trained models for various languages and allows for the incorporation of parallel corpora from the OPUS collection.
This framework proves particularly valuable for those handling diverse language pairs and substantial translation datasets.
Joey NMT is an open-source neural machine translation framework founded on PyTorch. The framework includes pre-trained models and provides a seamless user experience.
Its flexibility and customization options have drawn the attention of developers who seek to work on translation tasks and customize models to suit their particular needs.
Meta, created by Facebook AI, is an influential open-source translation model designed for multilingual translation tasks, as part of a more extensive effort to make AI models accessible and useful. The wide-ranging language capabilities offered by Meta make it a fitting tool for a diverse audience, with potential applications in various fields.
Libre Translate provides an open-source and privacy-focused alternative to fee-paying translation services. The emphasis is put on user privacy and data control. Users can translate content without having to expose their data to third parties in agreement with the principles of transparency and user empowerment.
For those prioritising data privacy, this provides a secure and transparent option for individuals and organisations seeking translations.
While open source models offer many advantages, they also come with some potential drawbacks and challenges. Here are some cons of using open source models:
Given the potential costs and challenges related to open-source models, one cost-effective solution is to use APIs. Eden AI smoothens the incorporation and implementation of AI technologies with its API, connecting to multiple AI engines.
Eden AI presents a broad range of AI APIs on its platform, customized to suit your specific needs and financial limitations. These technologies include data parsing, language identification, sentiment analysis, logo recognition, question answering, data anonymization, speech recognition, and numerous other capabilities.
To get started, we offer free $10 credits for you to explore our APIs.
Our standardized API enables you to integrate translation APIs into your system with ease by utilizing various providers on Eden AI. Here is the list (in alphabetical order):
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Amazon Translate is a neural machine translation service that provides rapid, high-quality, cost-effective and customizable language translation. You can integrate batch and real-time translation functions into your applications with just one API call.
The API empowers you to personalize your machine learning (ML) translated results to identify brand names, model names, and any other distinct terms.
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DeepL is a leading machine translation provider that offers an API for developers. Its advanced neural machine translation technology can be integrated into applications, websites, and services, facilitating high-quality translation across multiple languages.
The platform is renowned for its accuracy and natural-sounding translations, positioning it as a preferred option for those seeking reliable language translation capabilities in their software solutions.
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Google's Translation API empowers developers to seamlessly incorporate Google's machine translation abilities into their apps and offerings. It facilitates translation across 100 languages, offering text and document translation while leveraging Google's neural machine translation models to deliver high-quality translations.
Use our no-code AutoML technology to create custom machine translation models in more than fifty language pairs.
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IBM Watson Language Translator can translate text from one language to another. The service provides various IBM-built translation models that you can personalise according to your distinct terminology and language.
Users can transmit text to the API for translation, and it will return the translated content. With Language Identification API, you can detect up to 76 languages and it supports 23 file types.
Translator, which is part of Azure Cognitive Services, is a cloud-based machine translation service that is versatile enough to be used for building applications, websites, tools, and other solutions. Additionally, it includes features such as automatic language detection and customizable translation models, making it an excellent choice for businesses that want to reach a global audience.
It aids in presenting alternative translations from English or to English, contextual examples to assist in selecting the accurate translation, and even instances of translated sentences that employ the word.
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ModernMT is an advanced machine translation platform that harnesses state-of-the-art neural network technology to deliver high-quality and contextually-aware translations. It expertly navigates intricate linguistic subtleties and provides developers with a potent tool to seamlessly integrate top-of-the-line machine translation capabilities into their applications, websites, and services.
ModernMT's distinctive method intends to supply more natural translations, establishing it as an advantageous resource for businesses seeking precise and effortless translations in a broad spectrum of scenarios.
NeuralSpace's cutting-edge translation models can facilitate text translation across over 140 languages. You can create bespoke translation models using AutoNLP to enhance your language capabilities. With this translation API, you can broaden your chatbot language assistance to an unlimited number of languages.
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OpenAI has developed GPT-3, a highly potent linguistic model that can be utilised for a multitude of tasks related to comprehension and creation, including translation. Programmers may employ GPT-3 to establish tailored translation software that transmits text in one language and receives translations in another.
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Phedone is an NLP (Natural Language Processing) SaaS platform that uses advanced artificial intelligence and proprietary algorithms to automate translation. Little (or no) development is required, nor need to plan for a lengthy project management period. It can be seamlessly integrated into your current system as plug-and-play.
Eden AI offers a user-friendly platform for evaluating pricing information from diverse API providers and monitoring price changes over time. As a result, keeping up-to-date with the latest pricing is crucial. The pricing chart below outlines the rates for smaller quantities for October 2023, as well as you can get discounts for potentially large volumes.
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Eden AI is the future of AI usage in companies: our app allows you to call multiple AI APIs.
You can see Eden AI documentation here.
The Eden AI team can help you with your AI Translation integration project. This can be done by :
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