Lightweight Speaker Verification Using Transformation Module with Feature Partition and Fusion

no code implementations • 6 Dec 2023 • Yanxiong Li, Zhongjie Jiang, Qisheng Huang, Wenchang Cao, Jialong Li

The features that are output from current block of the model are processed according to the steps above before they are fed into the next block of the model.

Speaker Verification

Low-Complexity Acoustic Scene Classification Using Data Augmentation and Lightweight ResNet

no code implementations • 3 Jun 2023 • Yanxiong Li, Wenchang Cao, Wei Xie, Qisheng Huang, Wenfeng Pang, Qianhua He

This subtask focuses on classifying audio samples of multiple devices with a low-complexity model, where two main difficulties need to be overcome.

Acoustic Scene Classification Data Augmentation +2

Speaker verification using attentive multi-scale convolutional recurrent network

no code implementations • 1 Jun 2023 • Yanxiong Li, Zhongjie Jiang, Wenchang Cao, Qisheng Huang

The proposed method is compared with state-of-the-art methods for speaker verification.

Speaker Verification

Few-Shot Speaker Identification Using Lightweight Prototypical Network with Feature Grouping and Interaction

no code implementations • 31 May 2023 • Yanxiong Li, Hao Chen, Wenchang Cao, Qisheng Huang, Qianhua He

In the proposed embedding module, audio feature of each speech sample is split into several low-dimensional feature subsets that are transformed by a recurrent convolutional block in parallel.

Speaker Identification