SpeechBrain is an open-source Conversational AI toolkit based on PyTorch, focused particularly on speech processing tasks such as speech recognition, speech enhancement, speaker recognition, text-to-speech, and much more.It promotes transparency and replicability by releasing both the pre-trained models and the complete "recipes" of code and algorithms required for training them. This paper presents SpeechBrain 1.0, a significant milestone in the evolution of the toolkit, which now has over 200 recipes for speech, audio, and language processing tasks, and more than 100 models available on Hugging Face. SpeechBrain 1.0 introduces new technologies to support diverse learning modalities, Large Language Model (LLM) integration, and advanced decoding strategies, along with novel models, tasks, and modalities. It also includes a new benchmark repository, offering researchers a unified platform for evaluating models across diverse tasks.

SpeechBrain 1.0是一个开放源码的对话AI工具包，基于PyTorch，主要关注于语音处理任务，如语音识别、语音增强、说话人识别、文本到语音等，它提供了预训练模型和完整的代码和算法“配方”以促进透明度和可复制性。SpeechBrain 1.0引入了新技术来支持多样化的学习方式，大型语言模型（LLM）的集成和先进的解码策略，同时提供了新的模型、任务和模态，并包括一个新的基准库，为研究人员提供了一个统一的平台来评估各种任务的模型。

SpeechBrain 1.0与开源的对话人工智能