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Post Date

2023-Mar-03

Close Date

2023-Apr-30

Job Type

FULLTIME

Salary

SGD 8000-16000 per MONTH

Location

, , Singapore

Company Description

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy.
TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul, and Tokyo.

Job Description

    About The Team
    Speech & Audio (SA) team provides industry-leading ML algorithm capabilities and complete voice product solutions for all business lines, including B2B as well. We empower businesses in the fields of speech/song synthesis, audio understanding, ML education, etc., and solve basic problems such as audio and video content understanding and creation, and human-computer voice interaction. The research team of audio generation group is committed to promoting the cutting-edge development of generative models in the fields of speech and virtual human, following up the leading research work in the academic industry, improving the academic influence and building technical barriers of SA team in related fields.

    Responsibilities
    - Basic generative models
    - High-quality and expressive text-to-speech models
    - Speech-driven talking face generation and human pose generation
    - Speech-to-speech translation and simultaneous translation
    - Singing voice synthesis
    - Audio generation conditioned on text, image and video

Requirements

    - Ph.D student or Master student by research from top universities, majoring in EE or CS in the related areas (CV/NLP/Speech). Speech-related background is optional.
    - Having publications/submissions in relevant conferences/journals.
    - Familiar with the recent advance in the field of deep learning and generative models.
    - Self-driven, innovative, collaborative, with good communication and presentation skills.
    - Proficiency in one or more of the community open source tools such as Pytorch, Tensorflow, Jax.
    - (Preferred) Having publications/submissions in top-tier conferences/journals (e.g., ICML、ICLR、NeurIPS、CVPR、ICCV and TPAMI), or winning the best paper award/best paper nomination/other honors in relevant international conferences/journals.

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