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04/26/2022
Fast Successive-Cancellation Decoding of Polar Codes with Sequence Nodes
Due to the sequential nature of the successive-cancellation (SC) algorit...
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02/16/2022
ProsoSpeech: Enhancing Prosody With Quantized Vector Pre-training in Text-to-Speech
Expressive text-to-speech (TTS) has become a hot research topic recently...
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11/28/2021
Speaker Embedding-aware Neural Diarization for Flexible Number of Speakers with Textual Information
Overlapping speech diarization is always treated as a multi-label classi...
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10/14/2021
FedSpeech: Federated Text-to-Speech with Continual Learning
Federated learning enables collaborative training of machine learning mo...
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09/09/2021
BeamTransformer: Microphone Array-based Overlapping Speech Detection
We propose BeamTransformer, an efficient architecture to leverage beamfo...
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06/17/2021
EMOVIE: A Mandarin Emotion Speech Dataset with a Simple Emotional Text-to-Speech Model
Recently, there has been an increasing interest in neural speech synthes...
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04/06/2021
Extremely Low Footprint End-to-End ASR System for Smart Device
Recently, end-to-end (E2E) speech recognition has become popular, since ...
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10/29/2020
DeviceTTS: A Small-Footprint, Fast, Stable Network for On-Device Text-to-Speech
With the number of smart devices increasing, the demand for on-device te...
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10/27/2020
Universal ASR: Unifying Streaming and Non-Streaming ASR Using a Single Encoder-Decoder Model
Recently, online end-to-end ASR has gained increasing attention. However...
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06/11/2020
A PDD Decoder for Binary Linear Codes With Neural Check Polytope Projection
Linear Programming (LP) is an important decoding technique for binary li...
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05/21/2020
Simplified Self-Attention for Transformer-based End-to-End Speech Recognition
Transformer models have been introduced into end-to-end speech recogniti...
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05/21/2020
Streaming Chunk-Aware Multihead Attention for Online End-to-End Speech Recognition
Recently, streaming end-to-end automatic speech recognition (E2E-ASR) ha...
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05/21/2020
SAN-M: Memory Equipped Self-Attention for End-to-End Speech Recognition
End-to-end speech recognition has become popular in recent years, since ...
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02/14/2020
ADMM-based Decoder for Binary Linear Codes Aided by Deep Learning
Inspired by the recent advances in deep learning (DL), this work present...
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06/10/2019
Learned Conjugate Gradient Descent Network for Massive MIMO Detection
In this work, we consider the use of model-driven deep learning techniqu...
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03/27/2019
Automatic Spelling Correction with Transformer for CTC-based End-to-End Speech Recognition
Connectionist Temporal Classification (CTC) based end-to-end speech reco...
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03/05/2018
Linear networks based speaker adaptation for speech synthesis
Speaker adaptation methods aim to create fair quality synthesis speech v...
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03/04/2018
Deep-FSMN for Large Vocabulary Continuous Speech Recognition
In this paper, we present an improved feedforward sequential memory netw...
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02/26/2018
Deep Feed-forward Sequential Memory Networks for Speech Synthesis
The Bidirectional LSTM (BLSTM) RNN based speech synthesis system is amon...
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06/04/2017