ML Engineer - Audio ModelsDeevia Software India Private Limited • Bengaluru, Republic Of India, IN
ML Engineer - Audio Models
Deevia Software India Private Limited • Bengaluru, Republic Of India, IN
13 days ago
Job descriptionAudio AI concepts, ML / DL working experience in Pytorch / Tensorflow / Keras framework Variations of CNN, RNN, Attention Mechanism, Transformers and large models like wav2vec, whisper Proficiency in machine learning / audio pre-processing libraries / frameworks such as Librosa, Kaldi, sklearn, python speech features, Numpy, Scipy, Pandas, Matplotlib. Signal Processing fundamentals, understanding the data characteristics and wave signals Transfer Learning Experience in Acoustic models for speech recognition systems. Experience in Voice activity detection with noise analysis & denoising Experience in WakeupWord, ASR Working experience of LLM fine tuning, optimization and performance improvement.
Qualification :
Work Location : Bangalore
Work mode : On site
Notice period : Immediate to 30 days
Experience : 2 - 6 years
Responsibilities :
- Build Audio ML / DL models for given requirement
- Build models from scratch wherever required
- Must be able to code relevant research papers independently
- Tune to improve accuracy and latency
- Support to satisfy the deployment requirements of the product
- Apply transfer learning wherever required
- Training, fine tuning and optimization of different flavors of transformer models
- Hands on experience with LLM, fine tuning and Optimization of LLM
SKills :
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Ml Engineer • Bengaluru, Republic Of India, IN
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