OceanGPT: A Large Language Model for Ocean Science

OceanGPT: A Large Language Model for Ocean Science

The ocean covers approximately 71% of the Earth’s surface and plays a crucial role in global climate regulation, weather patterns, biodiversity, and human economic development. Ocean science focuses on studying the natural characteristics of the ocean, its changing patterns, and the theories, methods, and applications related to the development and utilization of ocean resources. This … Read more

Voice Recognition Enters the CNN Era: A New Framework for Spectrogram Analysis

Voice Recognition Enters the CNN Era: A New Framework for Spectrogram Analysis

Recommended by New Intelligence1 Authorized Reprint by iFlytek Author: iFlytek Research Institute In recent years, artificial intelligence has become increasingly intertwined with human life. People have long envisioned a true Jarvis at their side, hoping that one day computers can truly listen, speak, understand, and think like humans. An important prerequisite for achieving this goal … Read more

An In-Depth Analysis of Baidu’s Speech Recognition and Wake-Up Technology

An In-Depth Analysis of Baidu's Speech Recognition and Wake-Up Technology

With the popularization of artificial intelligence, speech has become an important interaction method, especially since Baidu’s speech recognition and wake-up technology was launched, it has attracted widespread attention from developers. On August 6, at the 65th “Analysis and Practice of Baidu Speech Recognition and Wake-Up Technology” salon jointly held by Baidu Developer Center and InfoQ, … Read more

Overview of Unresolved Issues in Speech Recognition

Overview of Unresolved Issues in Speech Recognition

Excerpt from Awni Translation by Machine Heart Contributors:Nurhachu Null,Lu Xue Since the application of deep learning in the field of speech recognition, the word error rate has significantly decreased. However, speech recognition has not yet reached human-level performance and still faces multiple unresolved issues. This article discusses various aspects of the unresolved problems in speech … Read more

Exploring Hard-Core Prompts: How HuggingGPT Demonstrates Prompt Engineering

Exploring Hard-Core Prompts: How HuggingGPT Demonstrates Prompt Engineering

HuggingGPT is a recent representative in the hot direction of Agents, enabling LLMs like ChatGPT to utilize various models from the HuggingFace community (including but not limited to text-to-image, image-to-text, speech-to-text, and text-to-speech), allowing LLMs to drive other intelligent agents for multimodal capabilities. The original paper and Chinese introduction are as follows: Original Paper HuggingGPT:https://arxiv.org/abs/2303.17580 … Read more

Summary of Various GPT-4 Autonomous Systems: AutoGPT, AgentGPT, BabyAGI, HuggingGPT, CAMEL

Summary of Various GPT-4 Autonomous Systems: AutoGPT, AgentGPT, BabyAGI, HuggingGPT, CAMEL

The emergence of ChatGPT and LLM technology has swept the world with these state-of-the-art language models, attracting not only AI developers but also enthusiasts and organizations exploring innovative ways to integrate and build with these models. Various platforms have emerged rapidly, integrating and facilitating the development of new applications. The popularity of AutoGPT has led … Read more

Interpreting the JARVIS Project: Connecting ChatGPT and HuggingFace to Solve AI Issues

Interpreting the JARVIS Project: Connecting ChatGPT and HuggingFace to Solve AI Issues

The latest online sharing session by Machine Heart invited Song Kaitao, a researcher at Microsoft Research Asia, to share their recent open-source project JARVIS. Recently, large language models (LLMs), represented by ChatGPT, have garnered significant attention in both industry and academia. However, LLMs, which primarily handle text, still face numerous bottlenecks when addressing many complex … Read more

HuggingGPT: Managing AI Models with ChatGPT

HuggingGPT: Managing AI Models with ChatGPT

ChatGPT has become the manager of hundreds of models. In recent months, the surge in popularity of ChatGPT and GPT-4 has showcased the extraordinary capabilities of large language models (LLMs) in language understanding, generation, interaction, and reasoning. This has drawn significant attention from both academia and industry, revealing the potential of LLMs in constructing general … Read more

Overview of Autonomous Systems Based on GPT-4

Overview of Autonomous Systems Based on GPT-4

Click the “Deephub Imba” above to follow our public account and never miss a good article!! The emergence of ChatGPT and LLM technologies has swept the world with these cutting-edge language models. Not only AI developers, enthusiasts, and some organizations are exploring innovative ways to integrate and build these models. Various platforms have emerged like … Read more

HuggingGPT: Automatically Calling Models Based on User Needs

HuggingGPT: Automatically Calling Models Based on User Needs

HuggingGPT, developed by Zhejiang University and Microsoft Research Asia, also known as JARVIS, can automatically analyze the required AI models based on the user’s natural language description and directly call the corresponding models on Huggingface to provide a solution for the user. 1. Workflow of HuggingGPT The workflow consists of four stages: Task Planning:ChatGPT parses … Read more