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05/23/2023
BA-SOT: Boundary-Aware Serialized Output Training for Multi-Talker ASR
The recently proposed serialized output training (SOT) simplifies multi-...
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11/24/2022
TESSP: Text-Enhanced Self-Supervised Speech Pre-training
Self-supervised speech pre-training empowers the model with the contextu...
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11/06/2022
Distinguishable Speaker Anonymization based on Formant and Fundamental Frequency Scaling
Speech data on the Internet are proliferating exponentially because of t...
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11/06/2022
Preserving background sound in noise-robust voice conversion via multi-task learning
Background sound is an informative form of art that is helpful in provid...
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10/11/2022
MFCCA:Multi-Frame Cross-Channel attention for multi-speaker ASR in Multi-party meeting scenario
Recently cross-channel attention, which better leverages multi-channel s...
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09/24/2022
NWPU-ASLP System for the VoicePrivacy 2022 Challenge
This paper presents the NWPU-ASLP speaker anonymization system for Voice...
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07/02/2022
Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism
Transformer-based models have demonstrated their effectiveness in automa...
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04/07/2022
Linguistic-Acoustic Similarity Based Accent Shift for Accent Recognition
General accent recognition (AR) models tend to directly extract low-leve...
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02/08/2022
Summary On The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge
The ICASSP 2022 Multi-channel Multi-party Meeting Transcription Grand Ch...
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10/14/2021
M2MeT: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge
Recent development of speech signal processing, such as speech recogniti...
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10/09/2021
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition
Self-supervised pretraining on speech data has achieved a lot of progres...
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10/07/2021
WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition
In this paper, we present WenetSpeech, a multi-domain Mandarin corpus co...
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07/01/2021
ESPnet-ST IWSLT 2021 Offline Speech Translation System
This paper describes the ESPnet-ST group's IWSLT 2021 submission in the ...
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06/16/2021
Multi-Speaker ASR Combining Non-Autoregressive Conformer CTC and Conditional Speaker Chain
Non-autoregressive (NAR) models have achieved a large inference computat...
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04/10/2021
Boundary and Context Aware Training for CIF-based Non-Autoregressive End-to-end ASR
Continuous integrate-and-fire (CIF) based models, which use a soft and m...
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12/23/2020
The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans
This paper describes the recent development of ESPnet (https://github.co...
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11/18/2020
Context-aware RNNLM Rescoring for Conversational Speech Recognition
Conversational speech recognition is regarded as a challenging task due ...
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11/17/2020
Adversarial Training for Multi-domain Speaker Recognition
In real-life applications, the performance of speaker recognition system...
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10/26/2020
Recent Developments on ESPnet Toolkit Boosted by Conformer
In this study, we present recent developments on ESPnet: End-to-End Spee...
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06/25/2020
Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals
Neural sequence-to-sequence models are well established for applications...
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05/21/2020
Inaudible Adversarial Perturbations for Targeted Attack in Speaker Recognition
Speaker recognition is a popular topic in biometric authentication and m...
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06/16/2018