Li-Wei Chen | DeepAI

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127 publications
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∙ 09/04/2023

Turbulent Flow Simulation using Autoregressive Conditional Diffusion Models

Simulating turbulent flows is crucial for a wide range of applications, ...

0 Georg Kohl, et al. ∙

∙ 02/14/2023

Speaker-Independent Acoustic-to-Articulatory Speech Inversion

To build speech processing methods that can handle speech as naturally a...

0 Peter Wu, et al. ∙

∙ 02/08/2023

A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech

Recent Text-to-Speech (TTS) systems trained on reading or acted corpora ...

0 Li-Wei Chen, et al. ∙

∙ 11/12/2022

A unified one-shot prosody and speaker conversion system with self-supervised discrete speech units

We present a unified system to realize one-shot voice conversion (VC) on...

0 Li-Wei Chen, et al. ∙

∙ 10/27/2022

A Teacher-student Framework for Unsupervised Speech Enhancement Using Noise Remixing Training and Two-stage Inference

The lack of clean speech is a practical challenge to the development of ...

0 Li-Wei Chen, et al. ∙

∙ 02/14/2022

Learned Turbulence Modelling with Differentiable Fluid Solvers

In this paper, we train turbulence models based on convolutional neural ...

8 Björn List, et al. ∙

∙ 02/08/2022

Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs

Simulations that produce three-dimensional data are ubiquitous in scienc...

10 Georg Kohl, et al. ∙

∙ 10/12/2021

Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition

While wav2vec 2.0 has been proposed for speech recognition (ASR), it can...

0 Li-Wei Chen, et al. ∙

∙ 10/12/2021

Fine-grained style control in Transformer-based Text-to-speech Synthesis

In this paper, we present a novel architecture to realize fine-grained s...

0 Li-Wei Chen, et al. ∙

∙ 09/05/2021

Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils

The present study investigates the accurate inference of Reynolds-averag...

18 Li-Wei Chen, et al. ∙

∙ 07/13/2021

Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021

We present a system for the Zero Resource Speech Challenge 2021, which c...

0 Takashi Maekaku, et al. ∙

∙ 12/28/2020

Spectral Analysis for Semantic Segmentation with Applications on Feature Truncation and Weak Annotation

The current neural networks for semantic segmentation usually predict th...

7 Li-Wei Chen, et al. ∙

∙ 10/30/2018

Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech

This paper focuses on using voice conversion (VC) to improve the speech ...

0 Li-Wei Chen, et al. ∙

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