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Doa Model TL4

Developed by FidelOdok
This model is used to estimate the direction of arrival (DOA) of fixed sound sources, trained on the SOFA dataset and fine-tuned using the AST model.
Downloads 15
Release Time : 6/5/2023

Model Overview

The sound source localization model is used to estimate the direction of arrival (DOA) of fixed sound sources, applicable in the field of audio signal processing.

Model Features

High-precision DOA estimation
Capable of accurately estimating the direction of arrival of fixed sound sources.
Fine-tuned based on the AST model
Leverages the powerful feature extraction capabilities of the AST model through fine-tuning to enhance performance.
Optimized for fixed sound sources
Specifically optimized for localization tasks involving fixed sound sources.

Model Capabilities

Sound source direction estimation
Audio signal classification

Use Cases

Audio signal processing
Smart home sound source localization
Used for locating sound sources in smart home systems, such as direction recognition for voice assistants.
Conference system sound source tracking
Automatically tracks the direction of speakers in conference systems to improve audio capture effectiveness.
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