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05/21/2023
CASA-ASR: Context-Aware Speaker-Attributed ASR
Recently, speaker-attributed automatic speech recognition (SA-ASR) has a...
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05/21/2023
Semantic VAD: Low-Latency Voice Activity Detection for Speech Interaction
For speech interaction, voice activity detection (VAD) is often used as ...
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05/20/2023
Joint Generative-Contrastive Representation Learning for Anomalous Sound Detection
In this paper, we propose a joint generative and contrastive representat...
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03/07/2023
AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer
In this paper, we propose an effective sound event detection (SED) metho...
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11/01/2022
A Comparative Study on multichannel Speaker-attributed automatic speech recognition in Multi-party Meetings
Speaker-attributed automatic speech recognition (SA-ASR) in multiparty m...
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10/27/2022
Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning
Self-supervised pre-training methods based on contrastive learning or re...
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05/26/2022
Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR
Speech enhancement (SE) is usually required as a front end to improve th...
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04/05/2022
A Complementary Joint Training Approach Using Unpaired Speech and Text for Low-Resource Automatic Speech Recognition
Unpaired data has shown to be beneficial for low-resource automatic spee...
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02/15/2022
Learning Contextually Fused Audio-visual Representations for Audio-visual Speech Recognition
With the advance in self-supervised learning for audio and visual modali...
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01/22/2022
Supervised and Self-supervised Pretraining Based COVID-19 Detection Using Acoustic Breathing/Cough/Speech Signals
In this work, we propose a bi-directional long short-term memory (BiLSTM...
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01/22/2022
A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition
Wav2vec2.0 is a popular self-supervised pre-training framework for learn...
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03/15/2021
XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition
In this paper, we propose a weakly supervised multilingual representatio...
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12/28/2020
Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention
In this paper, we propose a novel deep learning architecture to improvin...
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09/21/2020
Correlating Subword Articulation with Lip Shapes for Embedding Aware Audio-Visual Speech Enhancement
In this paper, we propose a visual embedding approach to improving embed...
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09/03/2020
Voice Conversion by Cascading Automatic Speech Recognition and Text-to-Speech Synthesis with Prosody Transfer
With the development of automatic speech recognition (ASR) and text-to-s...
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08/05/2020
Recognition-Synthesis Based Non-Parallel Voice Conversion with Adversarial Learning
This paper presents an adversarial learning method for recognition-synth...
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06/26/2019
End-to-End Emotional Speech Synthesis Using Style Tokens and Semi-Supervised Training
This paper proposes an end-to-end emotional speech synthesis (ESS) metho...
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06/25/2019
Non-Parallel Sequence-to-Sequence Voice Conversion with Disentangled Linguistic and Speaker Representations
In this paper, a method for non-parallel sequence-to-sequence (seq2seq) ...
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06/21/2019
Singing Voice Synthesis Using Deep Autoregressive Neural Networks for Acoustic Modeling
This paper presents a method of using autoregressive neural networks for...
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11/20/2018
Improving Sequence-to-Sequence Acoustic Modeling by Adding Text-Supervision
This paper presents methods of making using of text supervision to impro...
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10/16/2018
Sequence-to-Sequence Acoustic Modeling for Voice Conversion
In this paper, a neural network named Sequence-to- sequence ConvErsion N...
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07/18/2018
Forward Attention in Sequence-to-sequence Acoustic Modelling for Speech Synthesis
This paper proposes a forward attention method for the sequenceto- seque...
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01/24/2018