Search Results for author: Yiwei Ding

Found 6 papers, 3 papers with code

Embedding Compression for Teacher-to-Student Knowledge Transfer

no code implementations9 Feb 2024 Yiwei Ding, Alexander Lerch

Common knowledge distillation methods require the teacher model and the student model to be trained on the same task.

Knowledge Distillation Transfer Learning

A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation

1 code implementation5 Sep 2023 Karn N. Watcharasupat, Chih-Wei Wu, Yiwei Ding, Iroro Orife, Aaron J. Hipple, Phillip A. Williams, Scott Kramer, Alexander Lerch, William Wolcott

Cinematic audio source separation is a relatively new subtask of audio source separation, with the aim of extracting the dialogue, music, and effects stems from their mixture.

Audio Source Separation

Audio Embeddings as Teachers for Music Classification

1 code implementation30 Jun 2023 Yiwei Ding, Alexander Lerch

Music classification has been one of the most popular tasks in the field of music information retrieval.

Classification Information Retrieval +7

MusicFace: Music-driven Expressive Singing Face Synthesis

no code implementations24 Mar 2023 PengFei Liu, Wenjin Deng, Hengda Li, Jintai Wang, Yinglin Zheng, Yiwei Ding, Xiaohu Guo, Ming Zeng

In this paper, we present a method for this task with natural motions of the lip, facial expression, head pose, and eye states.

Face Generation

Poformer: A simple pooling transformer for speaker verification

no code implementations10 Oct 2021 Yufeng Ma, Yiwei Ding, Miao Zhao, Yu Zheng, Min Liu, Minqiang Xu

Most recent speaker verification systems are based on extracting speaker embeddings using a deep neural network.

Speaker Verification

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