Work From Home Job Postdoctoral Research Associate Remote

Postdoctoral research associate position in the project Speech Recognition in Agriculture and Finance for the Poor in India

Position Code – BMGF_PRA

About the Project

In order to promote research and innovation in speech recognition in nine different Indian languages in the fields of agriculture and finance, the speech recognition in agriculture and finance for the poor initiative primarily aims to create resources and make them available as a digital public good in the open source domain. The following nine Indian languages are being taken into consideration for this project: Hindi, Bengali, Marathi, Telugu, Bhojpuri, Kannada, Magadhi, Chhattisgarhi, and Maithili. The Bill and Melinda Gates Foundation is funding this initiative.

Work From Home Job Postdoctoral Research Associate
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Role 

To meet the project’s objectives—high-quality data in Indian languages and open-sourcing speech recognition models—the postdoctoral research associate must conduct independent research and collaborate closely with a data collecting and technological partner. The study will concentrate on automatic speech recognition (ASR) methods for Indian languages using cutting-edge deep neural networks (through Kaldi, Pytorch, or other open source machine learning platforms), covering everything from feature extraction to lexical, syntactic, and linguistic modeling. To effectively complete the project’s objectives, the postdoctoral research associate will be in charge of developing and dockerizing speech recognition models and thoroughly validating project data. The following are other obligations and duties:

  • This project will create cutting-edge speech recognition algorithms for Indian languages utilizing tools like Kaldi and ESPnet.

  • Open-source and Dockerize the voice recognition models.

  • conduct ASR-related and related research in Indian languages.

  • Put the project’s research and development in prestigious journals and conferences.

  • Communicate with your data gathering partner and follow their development.

  • With the assistance of the project team, create a plan for data validation, carry it out, and give feedback to the data gathering partner.

  • To offer data in a distributable format, communicate with the data hosting service provider.

Essential Qualifications

  • A PhD or comparable degree in Speech Technology, Computer Science, Signal Processing, or another relevant field, remarkable research experience, and the ability to do excellent research in a group. (Candidates who have submitted their theses but are awaiting degree consideration may also apply.)

Work From Home Job Postdoctoral Research Associate
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  • A solid foundation in applied mathematics, linear algebra, statistics, signal processing, machine learning, and

  • A strong background in statistical language modeling, deep neural networks, and/or natural language understanding

  • Prior research and development experience in voice recognition

  • Knowledge of using Kaldi, Pytorch, or other open source machine learning platforms in the workplace

  • A history of working with huge voice datasets

  • A strong record of publications in prestigious academic journals and conferences

  • Exceptional interpersonal abilities, a solid work ethic, organizational abilities, and a keen eye for detail

  • A capacity for both autonomous problem-solving and effective teamwork.

Preferred Qualification

  • having previous experience managing workers, volunteers, or students
Work From Home Job Postdoctoral Research Associate
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  • working knowledge of Indian languages, both spoken and written

  • excellent communication abilities, both written and spoken

  • Possessing strong programming abilities and being conversant with Python, C/C++, and the Linux environment

Duration | Net Salary & Application Procedure:

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  • One and a half years in length: Beginning as soon as possible (as soon as possible beginning on April 1, 2021)

  • Net Salary: 1,20,000 Indian Rupees per month Applications will be taken into consideration up until the position is filled.

    Work From Home Job Postdoctoral Research Associate

  • To apply, kindly click on the following link: https://forms.gle/uaA6hyAuwywXjYcaA

  • Contact Note: If you have any questions, please contact : Prasanta Kumar Ghosh (prasantg@iisc.ac.in)

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