ML- Audio (TTS & Voice Modelling)

Department Icon Data Science Analytics & Machine Learning
Posted: 2 years ago
0-2 years
Nagpur, Maharashtra, India
Data Science Analytics & Machine Learning
Work From Office
Full Time

Posted: 2 years ago
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Job Description

TTS System Development:

  • Design and implement Text-to-Speech (TTS) systems to produce natural and expressive synthetic voices.
  • Collaborate with cross-functional teams to integrate TTS models into various applications and services.
  • Voice Modeling:
  • Develop voice synthesis models that capture the nuances of human speech for a diverse range of applications.
  • Work on voice modulation and expression to enhance the naturalness of synthesized voices.
  • Data Processing and Annotation:
  • Work closely with data scientists to pre-process and annotate large voice datasets for training TTS and voice modelling models.
  • Implement strategies for effective data augmentation and feature extraction.
  • Optimization and Scalability:
  • Optimize TTS and voice modelling systems for efficiency, scalability, and seamless integration into production environments.
  • Collaborate with DevOps and infrastructure teams to ensure smooth deployment and operation.
  • Research and Innovation:
  • Stay abreast of the latest advancements in TTS, voice synthesis, and related fields.
  • Contribute to the development of proprietary advancements, incorporating state-of-the-art techniques into our projects.
  • Requirements
  • Masters or Ph.D. in Computer Science, Machine Learning, or a related field but however if you are a great problem solver, a dropout is also welcome.
  • Proven experience in developing Text-to-Speech (TTS) systems and voice modelling.
  • Proficiency in machine learning frameworks such as TensorFlow or PyTorch.Strong programming skills in Python and familiarity with relevant libraries and tools.
  • Solid understanding of signal processing, speech synthesis, and related technologies.
  • Experience with voice data processing, annotation, and dataset preparation.Excellent problem-solving skills and ability to work collaboratively in a team

environment.

  • This position is for the Nagpur office, candidates willing to relocate to Nagpur may only apply.

Skills

Data ProcessingMachine LearningTraining

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