no code implementations • 27 Apr 2024 • Yi Yuan, Zhuo Chen, Xubo Liu, Haohe Liu, Xuenan Xu, Dongya Jia, Yuanzhe Chen, Mark D. Plumbley, Wenwu Wang
Contrastive language-audio pretraining~(CLAP) has been developed to align the representations of audio and language, achieving remarkable performance in retrieval and classification tasks.
no code implementations • 10 Apr 2024 • Philip Anastassiou, Zhenyu Tang, Kainan Peng, Dongya Jia, Jiaxin Li, Ming Tu, Yuping Wang, Yuxuan Wang, Mingbo Ma
We present VoiceShop, a novel speech-to-speech framework that can modify multiple attributes of speech, such as age, gender, accent, and speech style, in a single forward pass while preserving the input speaker's timbre.
1 code implementation • 14 Feb 2023 • Federico Bocci, Dongya Jia, Qing Nie, Mohit Kumar Jolly, Jose Onuchic
The last decade has witnessed a surge of theoretical and computational models to describe the dynamics of complex gene regulatory networks, and how these interactions can give rise to multistable and heterogeneous cell populations.
no code implementations • 12 Dec 2022 • Dongya Jia, Qiao Tian, Kainan Peng, Jiaxin Li, Yuanzhe Chen, Mingbo Ma, Yuping Wang, Yuxuan Wang
The goal of accent conversion (AC) is to convert the accent of speech into the target accent while preserving the content and speaker identity.
no code implementations • 27 Nov 2020 • Dongya Jia, Jun Hyoung Park, Harsimran Kaur, Kwang Hwa Jung, Sukjin Yang, Shubham Tripathi, Madeline Galbraith, Youyuan Deng, Mohit Kumar Jolly, Benny Abraham Kaipparettu, Jose N. Onuchic, Herbert Levine
Cancer cells have the plasticity to adjust their metabolic phenotypes for survival and metastasis.
no code implementations • 31 Mar 2020 • Bin Huang, Mingyang Lu, Madeline Galbraith, Herbert Levine, Jose N. Onuchic, Dongya Jia
These gene states can be robustly predicted by the stemness GRN but not by randomized versions of the stemness GRN.
no code implementations • 16 Apr 2019 • Dongya Jia, Xuefei Li, Federico Bocci, Shubham Tripathi, Youyuan Deng, Mohit Kumar Jolly, Jose N. Onuchic, Herbert Levine
In this review, we first discuss recent efforts combining theoretical and experimental approaches to elucidate mechanisms underlying EMT multi-stability (i. e. the existence of multiple stable phenotypes during EMT) and the properties of hybrid E/M phenotypes.