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SpeechBrain

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About

SpeechBrain is an open-source, community-driven toolkit dedicated to making conversational AI accessible to everyone. It supports state-of-the-art technologies for a wide range of speech processing tasks including recognition, enhancement, separation, text-to-speech, speaker recognition, and spoken language understanding. Beyond speech, it encompasses extensive audio technologies like vocoding, augmentation, and multi-microphone processing, as well as tools for training language models (n-gram to Large Language Models) and creating customizable chatbots. SpeechBrain leverages advanced deep learning methods, including self-supervised learning, diffusion models, and interpretable neural networks. Engineered to accelerate R&D, it offers pre-built recipes for popular datasets, comprehensive documentation, tutorials, and pre-trained models on HuggingFace for easy deployment of tasks like transcription and speaker verification. It is praised for being open, simple, flexible, well-documented, competitively performing, and easy to install, use, and customize.

Platform

Task

speech processing

Features

• accelerates research and development in conversational ai

• easy to install, use, and customize

• open-source, flexible, and community-driven

• pre-trained models available on huggingface

• leverages advanced deep learning models (e.g., diffusion, self-supervised)

• language model training and chatbot creation tools

• comprehensive audio processing technologies

• state-of-the-art speech recognition and generation

Pricing Plans

Free

• Open-source and free to use

• Redistributable for commercial purposes

• Supports state-of-the-art speech, audio, and text technologies

• Includes pre-trained models on HuggingFace

• Access to extensive documentation and tutorials

• Community-driven development and support

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