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09/14/2023
Complexity Scaling for Speech Denoising
Computational complexity is critical when deploying deep learning-based ...
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08/28/2023
Rep2wav: Noise Robust text-to-speech Using self-supervised representations
Benefiting from the development of deep learning, text-to-speech (TTS) t...
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08/21/2023
Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression
Echo cancellation and noise reduction are essential for full-duplex comm...
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08/19/2023
Bayes Risk Transducer: Transducer with Controllable Alignment Prediction
Automatic speech recognition (ASR) based on transducers is widely used. ...
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05/30/2023
Make-A-Voice: Unified Voice Synthesis With Discrete Representation
Various applications of voice synthesis have been developed independentl...
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05/04/2023
HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec
Audio codec models are widely used in audio communication as a crucial t...
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01/31/2023
InstructTTS: Modelling Expressive TTS in Discrete Latent Space with Natural Language Style Prompt
Expressive text-to-speech (TTS) aims to synthesize different speaking st...
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11/04/2022
NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS
Expressive text-to-speech (TTS) can synthesize a new speaking style by i...
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10/14/2022
Bayes risk CTC: Controllable CTC alignment in Sequence-to-Sequence tasks
Sequence-to-Sequence (seq2seq) tasks transcribe the input sequence to a ...
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10/11/2022
The DKU-Tencent System for the VoxCeleb Speaker Recognition Challenge 2022
This paper is the system description of the DKU-Tencent System for the V...
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07/20/2022
Diffsound: Discrete Diffusion Model for Text-to-sound Generation
Generating sound effects that humans want is an important topic. However...
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07/13/2022
Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings
Automatic speaker verification has achieved remarkable progress in recen...
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06/05/2022
LAE: Language-Aware Encoder for Monolingual and Multilingual ASR
Despite the rapid progress in automatic speech recognition (ASR) researc...
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04/02/2022
Improving Target Sound Extraction with Timestamp Information
Target sound extraction (TSE) aims to extract the sound part of a target...
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03/29/2022
Integrate Lattice-Free MMI into End-to-End Speech Recognition
In automatic speech recognition (ASR) research, discriminative criteria ...
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02/04/2022
The CUHK-TENCENT speaker diarization system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge
This paper describes our speaker diarization system submitted to the Mul...
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01/06/2022
Improving Mandarin End-to-End Speech Recognition with Word N-gram Language Model
Despite the rapid progress of end-to-end (E2E) automatic speech recognit...
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12/19/2021
Detect what you want: Target Sound Detection
Human beings can perceive a target sound that we are interested in from ...
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12/05/2021
Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI
Recently, End-to-End (E2E) frameworks have achieved remarkable results o...
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11/29/2021
Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization
Conversational bilingual speech encompasses three types of utterances: t...
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10/13/2021
Simple Attention Module based Speaker Verification with Iterative noisy label detection
Recently, the attention mechanism such as squeeze-and-excitation module ...
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06/13/2021
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio
This paper introduces GigaSpeech, an evolving, multi-domain English spee...
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06/11/2021
Spoken Style Learning with Multi-modal Hierarchical Context Encoding for Conversational Text-to-Speech Synthesis
For conversational text-to-speech (TTS) systems, it is vital that the sy...
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02/16/2021
Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition
Multi-source localization is an important and challenging technique for ...
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02/12/2021
VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention
This paper proposes VARA-TTS, a non-autoregressive (non-AR) text-to-spee...
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12/13/2020
Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning
In this study, we investigate self-supervised representation learning fo...
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11/26/2020
Improving RNN Transducer With Target Speaker Extraction and Neural Uncertainty Estimation
Target-speaker speech recognition aims to recognize target-speaker speec...
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10/30/2020
Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization
This paper proposes a new paradigm for handling far-field multi-speaker ...
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10/28/2020
Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input
Non-autoregressive (NAR) transformer models have achieved significantly ...
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10/28/2020
Replay and Synthetic Speech Detection with Res2net Architecture
Existing approaches for replay and synthetic speech detection still lack...
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08/07/2020
Peking Opera Synthesis via Duration Informed Attention Network
Peking Opera has been the most dominant form of Chinese performing art s...
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08/07/2020
DurIAN-SC: Duration Informed Attention Network based Singing Voice Conversion System
Singing voice conversion is converting the timbre in the source singing ...
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05/08/2020
Neural Spatio-Temporal Beamformer for Target Speech Separation
Purely neural network (NN) based speech separation and enhancement metho...
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12/27/2019
Synthesising Expressiveness in Peking Opera via Duration Informed Attention Network
This paper presents a method that generates expressive singing voice of ...
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12/20/2019
Learning Singing From Speech
We propose an algorithm that is capable of synthesizing high quality tar...
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12/04/2019
PitchNet: Unsupervised Singing Voice Conversion with Pitch Adversarial Network
Singing voice conversion is to convert a singer's voice to another one's...
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11/28/2019
Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition
In this work, we propose minimum Bayes risk (MBR) training of RNN-Transd...
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10/28/2019
DFSMN-SAN with Persistent Memory Model for Automatic Speech Recognition
Self-attention networks (SAN) have been introduced into automatic speech...
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09/04/2019
DurIAN: Duration Informed Attention Network For Multimodal Synthesis
In this paper, we present a generic and robust multimodal synthesis syst...
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11/08/2018