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Neurotechnology AI SDK

A multilingual system for building Speech-to-Text solutions

The Neurotechnology AI SDK is a proprietary Software Development Kit (SDK) built to provide developers with the tools to create Natural Language Processing-based solutions. The SDK includes two main components: an Automatic Speech Recognition (ASR) Engine responsible for accurately transcribing audio streams into text and a Speaker Diarization Engine that partitions an audio stream by different speakers.

Available as a software development kit for development on Microsoft Windows and Linux.

Key Features and Capabilities

  • Automatic Speech Recognition engine. The Neurotechnology AI SDK includes a proprietary ASR engine which provides speech-to-text functionality for records in English, Lithuanian, Latvian and Estonian languages.
  • Speaker diarization. Process records with multiple speakers – the algorithm will recognize who and when is speaking in the record, and mark them in the text output.
  • High performance. Get fast, accurate results with our optimized engines. The SDK is built for versatile hardware options and offers tailored components for using with a standard CPU, a regular or a powerful GPU.
  • On-premises deployment. Have complete control of your systems and environment as the SDK is built to run on your servers with no dependency on external services and infrastructures.
  • Privacy and security. Your data is in your hands only – no information is ever sent to third-party systems or external servers. All processing is done locally, therefore, your data remains fully private and secure.
  • Flexible system architecture. You can build stand-alone systems, which provide the functionality on a single machine, or make scalable client-server systems with higher performance to meet the demands of any project.
  • Modular design. Use individual components, like the Automatic Speech Recognition engine or Speaker Diarization engine, on their own or combine them to build more complex processing pipelines. The modular architecture helps create adaptable applications, tailored to different industry standards.
  • Speaker recognition optionally available. Individual speakers can be enrolled in the system using voice biometrics, enabling accurate identification after diarization. Our biometric products integrate seamlessly into the developed system and can be optionally obtained.
  • Multi-platform support. The SDK supports Microsoft Windows and Linux platforms. It provides native libraries for Python, C++, Java, and .NET, making it easy to integrate into your existing systems and highly adaptable to various projects.

Applications

Neurotechnology AI SDK allows you to build a wide range of sophisticated solutions for various industries:

  • Governmental institutions. Transcribe meetings and create extensive, searchable documents that can help facilitate decision-making, contract creation and implementation of new regulations.
  • Call center and customer support workflows. Our SDK can turn customer-agent calls into comprehensive transcriptions with separated speakers. This helps to simplify sentiment analysis and improve quality assurance as you can get accessible information on your products and services hassle-free.
  • Media and news outlets. Process audio from podcasts, interviews and videos to create searchable archives. The Speaker Diarization Engine can separate the speakers and the ASR Engine can generate time-stamped text for subtitles or content indexing. High performance and fast processing of the ASR Engine enable the generation of captions for events, broadcasts, or online meetings.
  • Educational institutions. Build tools that can automatically create readable transcripts of lectures, exams and the like. Our technology not only converts audio to text, but also identifies each speaker. This makes it easier to follow the flow of dialogues and group conversations.
  • Tech enterprises. Add voice command systems into your products. With our ASR engine, you can create real-time voice assistants for desktop software or embedded devices, and power virtual assistants that can answer queries on your company's products.

Functionalities

Neurotechnology AI SDK includes sophisticated modules that provide extensive functionalities:

Automatic Speech Recognition (ASR)

  • The Automatic Speech Recognition (ASR) Engine is responsible for transcribing audio streams into text.
  • The Tokenizer is a component that converts raw text into a structured sequence of tokens for various natural language processing tasks.

Speaker Diarization

  • The Speaker Diarization Engine partitions an audio stream by identifying different interlocutors, which is an important part of conversations with multiple participants.
  • The Voice Activity Detector (VAD) detects speech versus silence regions in an audio stream, which can be used to optimize processing.
  • The RTTM Object is a standardized data structure for storing the output of the diarization process, representing speaker-labeled time segments.
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