Research Scientist

2 weeks ago

Bengaluru Karnataka, India FIDIUS Advisory Full time

**Role is with a Funded AI Startup Client of Fidius Advisory,**

**As a Research Scientist **at your job is to design, implement, train, benchmark and deploy deep
learning models to create innovative solutions for our users. You should be able to implement
industry research papers as well as come up with proprietary research in the generative media
domain, specifically speech synthesis.
specialization in **Audio, Speech, Signal Processing, or related fields **with 3+ years of additional
relevant work experience.
**Roles & Responsibilities**:
1) Designing and developing new algorithms for media synthesis, speech recognition, speech
enhancement, filler word detection, etc
2) Write performant and clean code for ML training
3) Independently run and analyze ML experiments to diagnose problems and understand which
changes are real improvements
4) Write clean non-ML code, for example when building interfaces to let workers interact with
our models or pipelines for managing human data
5) Collaborate closely with a small team to balance the need for flexibility and iteration speed
in research with the need for stability and reliability in a complex long-lived project
6) Understand our high-level research roadmap to help plan and prioritize future experiments
7) Creating realistic voice-doubles using only a few minutes of audio
8) Devising and implementing fast and robust algorithms for spectrogram inversion
9) Coming up with new research directions to improve our product

**Skills & Qualifications**:
1) Proven experience in implementing and iterating on deep learning algorithms
2) **Publications at top ML/Speech conferences **are a big plus**:NeurIPS, ICML, ICLR, Interspeech,**
**ICASSP** etc. and/or leading Journals published by IEEE, ACM, Springer, Elsevier etc.
3) Strong knowledge and experience of Python, PyTorch, Kaldi
4) Proven ability to conduct original research and first principles problem solving

**Benefits/Perks**:
1) Collaborative and stimulating work environment
2) Opportunity to work with cutting-edge technologies and make a significant impact in the
field of generative audio AI
3) Insurance/healthcare coverage as per company policy
4) Leaves available as per company policy

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