International business machines corporation (20240220866). MULTIMODAL MACHINE LEARNING FOR GENERATING THREE-DIMENSIONAL AUDIO simplified abstract
Contents
MULTIMODAL MACHINE LEARNING FOR GENERATING THREE-DIMENSIONAL AUDIO
Organization Name
international business machines corporation
Inventor(s)
Ismael Faro Sertage of Chappaqua NY (US)
Juan Cruz Benito of Salamanca (ES)
Francisco Jose Martin Fernandez of Ridgefield CT (US)
MULTIMODAL MACHINE LEARNING FOR GENERATING THREE-DIMENSIONAL AUDIO - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240220866 titled 'MULTIMODAL MACHINE LEARNING FOR GENERATING THREE-DIMENSIONAL AUDIO
Simplified Explanation: The patent application describes methods and systems that use machine learning models to automatically generate three-dimensional sound based on a multimodal content item accessed by a computing device.
Key Features and Innovation:
- Utilizes machine learning models to generate three-dimensional sound automatically.
- Accesses multimodal content items to create immersive audio experiences.
- Enhances user engagement and audio quality through advanced sound generation techniques.
Potential Applications: This technology can be applied in:
- Virtual reality and augmented reality experiences.
- Gaming and entertainment industries.
- Audio production and editing tools.
- Communication and conferencing systems.
Problems Solved:
- Simplifies the process of creating three-dimensional sound.
- Improves the quality and realism of audio experiences.
- Enhances user immersion and engagement in multimedia content.
Benefits:
- Enhanced user experience with immersive three-dimensional sound.
- Increased efficiency in generating complex audio effects.
- Enables new possibilities for audio content creation and consumption.
Commercial Applications: The technology can be used in various commercial applications such as:
- Virtual reality gaming platforms.
- Audio streaming services.
- Video conferencing software.
- Multimedia content production studios.
Questions about Three-Dimensional Sound: 1. How does machine learning contribute to the generation of three-dimensional sound? 2. What are the potential challenges in implementing this technology in real-world applications?
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Original Abstract Submitted
methods and systems use one or more machine learning models to automatically generate three-dimensional sound. a multimodal content item is accessed by a computing device. three-dimensional sound is automatically generated by the computing device using the one or more machine learning models based on the multimodal content item.
