105 citations · 715 across the 41 of their papers we have counts for
8 papers · 1 filter
Improving Sequence-to-Sequence Acoustic Modeling by Adding Text-Supervision
Jing-Xuan Zhang, Zhen-Hua Ling, Yuan Jiang +3
This paper presents methods of making using of text supervision to improve the performance of sequence-to-sequence (seq2seq) voice conversion. Compared with conventional frame-to-f…
Sequence-to-Sequence Acoustic Modeling for Voice Conversion
Jing-Xuan Zhang, Zhen-Hua Ling, Li-Juan Liu +2
In this paper, a neural network named Sequence-to-sequence ConvErsion NeTwork (SCENT) is presented for acoustic modeling in voice conversion. At training stage, a SCENT model is es…
A Capsule based Approach for Polyphonic Sound Event Detection
Yaming Liu, Jian Tang, Yan Song +1
Polyphonic sound event detection (polyphonic SED) is an interesting but challenging task due to the concurrence of multiple sound events. Recently, SED methods based on convolution…
Forward Attention in Sequence-to-sequence Acoustic Modelling for Speech Synthesis
Jing-Xuan Zhang, Zhen-Hua Ling, Li-Rong Dai
This paper proposes a forward attention method for the sequenceto- sequence acoustic modeling of speech synthesis. This method is motivated by the nature of the monotonic alignment…
Deep-FSMN for Large Vocabulary Continuous Speech Recognition
Shiliang Zhang, Ming Lei, Zhijie Yan +1
In this paper, we present an improved feedforward sequential memory networks (FSMN) architecture, namely Deep-FSMN (DFSMN), by introducing skip connections between memory blocks in…
Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition
Jianshu Zhang, Jun Du, Lirong Dai
Handwritten mathematical expression recognition is a challenging problem due to the complicated two-dimensional structures, ambiguous handwriting input and variant scales of handwr…
Waveform Modeling and Generation Using Hierarchical Recurrent Neural Networks for Speech Bandwidth Extension
Zhen-Hua Ling, Yang Ai, Yu Gu +1
This paper presents a waveform modeling and generation method using hierarchical recurrent neural networks (HRNN) for speech bandwidth extension (BWE). Different from conventional…
Trajectory-based Radical Analysis Network for Online Handwritten Chinese Character Recognition
Jianshu Zhang, Yixing Zhu, Jun Du +1
Recently, great progress has been made for online handwritten Chinese character recognition due to the emergence of deep learning techniques. However, previous research mostly trea…