1 citations · 1 across the 6 of their papers we have counts for
6 papers
ApproBiVT: Lead ASR Models to Generalize Better Using Approximated Bias-Variance Tradeoff Guided Early Stopping and Checkpoint Averaging
Fangyuan Wang, Ming Hao, Yuhai Shi +1
The conventional recipe for Automatic Speech Recognition (ASR) models is to 1) train multiple checkpoints on a training set while relying on a validation set to prevent overfitting…
P-vectors: A Parallel-Coupled TDNN/Transformer Network for Speaker Verification
Xiyuan Wang, Fangyuan Wang, Bo Xu +2
Typically, the Time-Delay Neural Network (TDNN) and Transformer can serve as a backbone for Speaker Verification (SV). Both of them have advantages and disadvantages from the persp…
SSCFormer: Push the Limit of Chunk-wise Conformer for Streaming ASR Using Sequentially Sampled Chunks and Chunked Causal Convolution
Fangyuan Wang, Bo Xu
Currently, the chunk-wise schemes are often used to make Automatic Speech Recognition (ASR) models to support streaming deployment. However, existing approaches are unable to captu…
Shifted Chunk Encoder for Transformer Based Streaming End-to-End ASR
Fangyuan Wang, Bo Xu
Currently, there are mainly three kinds of Transformer encoder based streaming End to End (E2E) Automatic Speech Recognition (ASR) approaches, namely time-restricted methods, chunk…
MACCIF-TDNN: Multi aspect aggregation of channel and context interdependence features in TDNN-based speaker verification
Fangyuan Wang, Zhigang Song, Hongchen Jiang +1
Most of the recent state-of-the-art results for speaker verification are achieved by X-vector and its subsequent variants. In this paper, we propose a new network architecture whic…
Short Text Hashing Improved by Integrating Multi-Granularity Topics and Tags
Jiaming Xu, Bo Xu, Guanhua Tian +3
Due to computational and storage efficiencies of compact binary codes, hashing has been widely used for large-scale similarity search. Unfortunately, many existing hashing methods…