Awesome Papers

Papers

Voxceleb2: Deep Speaker Recognition (2018)
Joon Son Chung, Arsha Nagrani, Andrew Zisserman
23.96
Voxceleb: A Large-scale Speaker Identification Dataset (2017)
Arsha Nagrani, Joon Son Chung, Andrew Zisserman
23.55
ECAPA-TDNN: Emphasized Channel Attention, Propagation And Aggregation In TDNN Based Speaker Verification (2020)
Brecht Desplanques, Jenthe Thienpondt, Kris Demuynck
23.07
Speaker Recognition From Raw Waveform With Sincnet (2018)
Mirco Ravanelli, Yoshua Bengio
20.65
Generalized End-to-end Loss For Speaker Verification (2017)
Li Wan, Quan Wang, Alan Papir, et al.
20.58
An Enhanced Res2net With Local And Global Feature Fusion For Speaker Verification (2023)
Yafeng Chen, Siqi Zheng, Hui Wang, et al.
19.74
Attentive Statistics Pooling For Deep Speaker Embedding (2018)
Koji Okabe, Takafumi Koshinaka, Koichi Shinoda
18.88
Fine-tuning Wav2vec2 For Speaker Recognition (2021)
Nik Vaessen, David A. van Leeuwen
18.88
Speaker Recognition Based On Deep Learning: An Overview (2020)
Zhongxin Bai, Xiao-Lei Zhang
18.86
Broadcasted Residual Learning For Efficient Keyword Spotting (2021)
Byeonggeun Kim, Simyung Chang, Jinkyu Lee, et al.
18.60
Pyannote.audio: Neural Building Blocks For Speaker Diarization (2019)
Hervé Bredin, Ruiqing Yin, Juan Manuel Coria, et al.
17.58
Federated Learning For Keyword Spotting (2018)
David Leroy, Alice Coucke, Thibaut Lavril, et al.
17.09
Exploring The Encoding Layer And Loss Function In End-to-end Speaker And Language Recognition System (2018)
Weicheng Cai, Jinkun Chen, Ming Li
17.07
Pushing The Limits Of Self-supervised Speaker Verification Using Regularized Distillation Framework (2022)
Yafeng Chen, Siqi Zheng, Hui Wang, et al.
17.00
Self-supervised Speaker Recognition With Loss-gated Learning (2021)
Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, et al.
16.93
Automatic Speech Recognition Using Advanced Deep Learning Approaches: A Survey (2024)
Hamza Kheddar, Mustapha Hemis, Yassine Himeur
16.63
CN-CELEB: A Challenging Chinese Speaker Recognition Dataset (2019)
Yue Fan, Jiawen Kang, Lantian Li, et al.
16.39
Deep Residual Learning For Small-footprint Keyword Spotting (2017)
Raphael Tang, Jimmy Lin
16.21
Temporal Convolution For Real-time Keyword Spotting On Mobile Devices (2019)
Seungwoo Choi, Seokjun Seo, Beomjun Shin, et al.
15.67
Meta-learning For Short Utterance Speaker Recognition With Imbalance Length Pairs (2020)
Seong Min Kye, Youngmoon Jung, Hae Beom Lee, et al.
15.61
Exploring Wav2vec 2.0 On Speaker Verification And Language Identification (2020)
Zhiyun Fan, Meng Li, Shiyu Zhou, et al.
15.59
CAM++: A Fast And Efficient Network For Speaker Verification Using Context-aware Masking (2023)
Hui Wang, Siqi Zheng, Yafeng Chen, et al.
15.57
Mfa-conformer: Multi-scale Feature Aggregation Conformer For Automatic Speaker Verification (2022)
Yang Zhang, Zhiqiang Lv, Haibin Wu, et al.
15.46
Rawnet: Advanced End-to-end Deep Neural Network Using Raw Waveforms For Text-independent Speaker Verification (2019)
Jee-Weon Jung, Hee-Soo Heo, Ju-Ho Kim, et al.
15.34
Keyword Transformer: A Self-attention Model For Keyword Spotting (2021)
Axel Berg, Mark O'Connor, Miguel Tairum Cruz
15.31
Spot The Conversation: Speaker Diarisation In The Wild (2020)
Joon Son Chung, Jaesung Huh, Arsha Nagrani, et al.
15.31
Large-scale Self-supervised Speech Representation Learning For Automatic Speaker Verification (2021)
Zhengyang Chen, Sanyuan Chen, Yu Wu, et al.
15.25
Margin Matters: Towards More Discriminative Deep Neural Network Embeddings For Speaker Recognition (2019)
Xu Xiang, Shuai Wang, Houjun Huang, et al.
15.25
Cn-celeb: Multi-genre Speaker Recognition (2020)
Lantian Li, Ruiqi Liu, Jiawen Kang, et al.
15.10
The Second DIHARD Diarization Challenge: Dataset, Task, And Baselines (2019)
Neville Ryant, Kenneth Church, Christopher Cieri, et al.
15.00
Titanet: Neural Model For Speaker Representation With 1D Depth-wise Separable Convolutions And Global Context (2021)
Nithin Rao Koluguri, Taejin Park, Boris Ginsburg
14.90
End-to-end Attention Based Text-dependent Speaker Verification (2017)
Shi-Xiong Zhang, Zhuo Chen, Yong Zhao, et al.
14.87
Large Margin Softmax Loss For Speaker Verification (2019)
Yi Liu, Liang He, Jia Liu
14.66
Learning Hidden Unit Contributions For Unsupervised Acoustic Model Adaptation (2016)
Pawel Swietojanski, Jinyu Li, Steve Renals
14.47
Improved Rawnet With Feature Map Scaling For Text-independent Speaker Verification Using Raw Waveforms (2020)
Jee-Weon Jung, Seung-Bin Kim, Hye-Jin Shim, et al.
14.15
Multi-language Identification Using Convolutional Recurrent Neural Network (2016)
Vrishabh Ajay Lakhani, Rohan Mahadev
13.88
Efficient Keyword Spotting Using Dilated Convolutions And Gating (2018)
Alice Coucke, Mohammed Chlieh, Thibault Gisselbrecht, et al.
13.84
Self Multi-head Attention For Speaker Recognition (2019)
Miquel India, Pooyan Safari, Javier Hernando
13.84
Matchboxnet: 1D Time-channel Separable Convolutional Neural Network Architecture For Speech Commands Recognition (2020)
Somshubra Majumdar, Boris Ginsburg
13.84
Domain Adversarial Training For Accented Speech Recognition (2018)
Sining Sun, Ching-Feng Yeh, Mei-Yuh Hwang, et al.
13.84
MFA: TDNN With Multi-scale Frequency-channel Attention For Text-independent Speaker Verification With Short Utterances (2022)
Tianchi Liu, Rohan Kumar Das, Kong Aik Lee, et al.
13.79
Centroid-based Deep Metric Learning For Speaker Recognition (2019)
Jixuan Wang, Kuan-Chieh Wang, Marc Law, et al.
13.79
Phonmatchnet: Phoneme-guided Zero-shot Keyword Spotting For User-defined Keywords (2023)
Yong-Hyeok Lee, Namhyun Cho
13.34
Simple Attention Module Based Speaker Verification With Iterative Noisy Label Detection (2021)
Xiaoyi Qin, Na Li, Chao Weng, et al.
13.23
Probing The Information Encoded In X-vectors (2019)
Desh Raj, David Snyder, Daniel Povey, et al.
13.23
The CORAL+ Algorithm For Unsupervised Domain Adaptation Of PLDA (2018)
Kong Aik Lee, Qiongqiong Wang, Takafumi Koshinaka
13.11
Training Speech Recognition Models With Federated Learning: A Quality/cost Framework (2020)
Dhruv Guliani, Francoise Beaufays, Giovanni Motta
12.93
Self-supervised Text-independent Speaker Verification Using Prototypical Momentum Contrastive Learning (2020)
Wei Xia, Chunlei Zhang, Chao Weng, et al.
12.93
Updating The Silent Speech Challenge Benchmark With Deep Learning (2017)
Yan Ji, Licheng Liu, Hongcui Wang, et al.
12.81
The IDLAB Voxsrc-20 Submission: Large Margin Fine-tuning And Quality-aware Score Calibration In DNN Based Speaker Verification (2020)
Jenthe Thienpondt, Brecht Desplanques, Kris Demuynck
12.81