海豚Gemma:谷歌AI如何帮助破译海豚的交流
DolphinGemma: How Google AI is helping decode dolphin communication

原始链接: https://blog.google/technology/ai/dolphingemma/

今年夏天,我们将发布DolphinGemma,这是一个使用大西洋斑点海豚声音进行训练的开源模型,旨在辅助鲸类研究。我们相信,尽管该工具最初专注于一种物种,但通过微调,它也具有分析其他海豚(如宽吻海豚或飞旋海豚)发声的更广泛潜力。 通过提供DolphinGemma,我们的目标是赋能全球研究人员分析他们自己的声学数据集,从而加速模式发现,最终加深我们对海豚交流的集体理解。这项倡议结合了野生海豚项目(WDP)的专门实地研究、佐治亚理工学院的工程专业知识以及谷歌的技术能力。 我们的方法不仅仅是简单的倾听;我们正在开始破译声音中的模式。我们设想未来人类和海豚之间的交流障碍将大大减少,从而更好地理解和保护这些聪明的海洋哺乳动物。请探索野生海豚项目的相关工作以了解更多详情。

Hacker News 上正在讨论谷歌 AI 的“海豚Gemma”项目,该项目旨在破译海豚的交流方式。一位评论者开玩笑地预言,一旦破译成功,就会出现“再会了,感谢所有的鱼”的场景。其他人则对该项目的进展提出质疑,并强调真正理解海豚语言的复杂性。他们认为,除了简单的翻译之外,共享的经验、情感和教学意愿至关重要。文章还提到了表达诸如“无聊”(ennui)和“幸灾乐祸”(schadenfreude)等抽象概念的困难,从而引发了一个哲学问题:在没有相应词汇的情况下,能否理解情感?有人引用了维特根斯坦关于物种间理解局限性的名言,但另一些人则反驳说,海豚与人类有足够的共同点,使得交流成为可能。

原文

Recognizing the value of collaboration in scientific discovery, we’re planning to share DolphinGemma as an open model this summer. While trained on Atlantic spotted dolphin sounds, we anticipate its potential utility for researchers studying other cetacean species, like bottlenose or spinner dolphins. Fine-tuning may be required for different species' vocalizations, and the open nature of the model facilitates this adaptation.

By providing tools like DolphinGemma, we hope to give researchers worldwide the tools to mine their own acoustic datasets, accelerate the search for patterns and collectively deepen our understanding of these intelligent marine mammals.

The journey to understanding dolphin communication is long, but the combination of dedicated field research by WDP, engineering expertise from Georgia Tech and the power of Google's technology is opening exciting new possibilities. We're not just listening anymore. We're beginning to understand the patterns within the sounds, paving the way for a future where the gap between human and dolphin communication might just get a little smaller.

You can learn more about the Wild Dolphin Project on their website.

联系我们 contact @ memedata.com