MFA: TDNN with Multi-scale Frequency-channel Attention for Text-independent Speaker Verification with Short Utterances

3 February 2022

Tianchi Liu

Rohan Kumar Das

Kong Aik Lee

Haizhou Li

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Papers citing "MFA: TDNN with Multi-scale Frequency-channel Attention for Text-independent Speaker Verification with Short Utterances"

24 / 24 papers shown

Title
MGFF-TDNN: A Multi-Granularity Feature Fusion TDNN Model with Depth-Wise Separable Module for Speaker Verification Ya Li Bin Zhou Bo Hu 169 0 0 06 May 2025
Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing Tianchi Liu Duc-Tuan Truong Rohan Kumar Das K. Lee Haizhou Li 33 0 0 08 Apr 2025
Towards Quantifying and Reducing Language Mismatch Effects in Cross-Lingual Speech Anti-Spoofing Tianchi Liu Ivan Kukanov Zihan Pan Qiongqiong Wang Hardik B. Sailor K. Lee 37 2 0 12 Sep 2024
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning Shuai Wang Zheng-Shou Chen Kong Aik Lee Yan-min Qian Haizhou Li 39 4 0 21 Jul 2024
MR-RawNet: Speaker verification system with multiple temporal resolutions for variable duration utterances using raw waveforms Seung-bin Kim Chan-yeong Lim Jungwoo Heo Ju-ho Kim Hyun-Seo Shin Kyo-Won Koo Ha-Jin Yu 52 0 0 11 Jun 2024
How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? Tianchi Liu Lin Zhang Rohan Kumar Das Yi Ma Ruijie Tao Haizhou Li 36 7 0 04 Jun 2024
HiddenSpeaker: Generate Imperceptible Unlearnable Audios for Speaker Verification System Zhisheng Zhang Pengyang Huang AAML 32 3 0 24 May 2024
Cosine Scoring with Uncertainty for Neural Speaker Embedding Qiongqiong Wang Kong Aik Lee 35 1 0 11 Mar 2024
Gradient weighting for speaker verification in extremely low Signal-to-Noise Ratio Yi Ma Kong Aik Lee Ville Hautamaki Meng Ge Haizhou Li 33 0 0 05 Jan 2024
Golden Gemini is All You Need: Finding the Sweet Spots for Speaker Verification Tianchi Liu Kong Aik Lee Qiongqiong Wang Haizhou Li VLM 68 13 0 06 Dec 2023
Disentangling Voice and Content with Self-Supervision for Speaker Recognition Tianchi Liu Kong Aik Lee Qiongqiong Wang Haizhou Li BDL DRL 35 31 0 02 Oct 2023
P-vectors: A Parallel-Coupled TDNN/Transformer Network for Speaker Verification Xiyuan Wang Fangyuan Wang Bo Xu Liang Xu Jing Xiao 21 6 0 24 May 2023
Target Active Speaker Detection with Audio-visual Cues Yiding Jiang Ruijie Tao Zexu Pan Haizhou Li 28 16 0 22 May 2023
Multi-level Temporal-channel Speaker Retrieval for Zero-shot Voice Conversion Zhichao Wang Liumeng Xue Qiuqiang Kong Linfu Xie Yuan-Jui Chen Qiao Tian Yuping Wang BDL 17 3 0 12 May 2023
DS-TDNN: Dual-stream Time-delay Neural Network with Global-aware Filter for Speaker Verification Yangfu Li Jiapan Gan Xiaodan Lin 24 6 0 20 Mar 2023
CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking Haibo Wang Siqi Zheng Yafeng Chen Luyao Cheng Qian Chen 50 69 0 01 Mar 2023
Incorporating Uncertainty from Speaker Embedding Estimation to Speaker Verification Qiongqiong Wang Kong Aik Lee Tianchi Liu UQCV 22 7 0 23 Feb 2023
Model Compression for DNN-based Speaker Verification Using Weight Quantization Jingyu Li W. Liu Zhaoyang Zhang Jiong Wang Tan Lee MQ 24 3 0 31 Oct 2022
Convolution-Based Channel-Frequency Attention for Text-Independent Speaker Verification Jingyu Li Yusheng Tian Tan Lee 28 9 0 31 Oct 2022
Speaker recognition with two-step multi-modal deep cleansing Ruijie Tao Kong Aik Lee Zhan Shi Haizhou Li NoLa 47 13 0 28 Oct 2022
Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? Qiongqiong Wang Kong Aik Lee Tianchi Liu 22 16 0 08 Apr 2022
Frequency and Multi-Scale Selective Kernel Attention for Speaker Verification Sung Hwan Mun Jee-weon Jung Min Hyun Han N. Kim 50 21 0 03 Apr 2022
MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification Yang Zhang Zhiqiang Lv Haibin Wu Shanshan Zhang Pengfei Hu Zhiyong Wu Hung-yi Lee Helen Meng ViT 24 130 0 29 Mar 2022
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 251 2,233 0 14 Jun 2018