Shypd.aiThe largest open index of AI tools3D-Speaker is an Audio & Music tool that provides an open-source toolkit for single- and multi-modal speaker verification, recognition, and diarization. It includes pre-trained models and a large-scale speech corpus to facilitate research.
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3D-Speaker is a comprehensive open-source toolkit designed for advanced audio processing tasks, specifically focusing on speaker verification, speaker recognition, and speaker diarization. It supports both single-modal and multi-modal approaches, offering flexibility for various research and development needs. The toolkit provides access to numerous pre-trained models on ModelScope, including ERes2NetV2, CAM++, and ECAPA-TDNN, which can be used for tasks like speaker verification and diarization. Additionally, 3D-Speaker includes a large-scale speech corpus, the 3D-Speaker-Dataset, which is invaluable for research into speech representation disentanglement. The toolkit also features recipes for language identification and multimodal diarization, fusing audio and video inputs for enhanced accuracy. It is ideal for researchers and developers working on speech technology.
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