Machine Learning Audio Engineer
6 days ago
We are seeking a highly skilled Research Engineer to join our Advanced Tech R&D team. The ideal candidate will have a passion for machine learning applied to generative audio, video, and natural language use cases.
Main Responsibilities- Innovative Algorithm Development: Develop cutting-edge machine learning algorithms for audio and speech generative models, publish research papers, and file patents to achieve state-of-the-art performance in audio/NLP applications.
- Feature Combination: Combine features from multi-modalities such as video, audio, sensors, and location to create innovative solutions.
- Solution Demonstration and Deployment: Showcase solutions to technical and business audiences, then work with commercialization teams to deploy solutions on Qualcomm platforms and customer devices.
- Experience with audio and speech generative networks, synthesis, restoration, and TTS models.
- Familiarity with recent ML trends (diffusion models, U-Nets, Transformers, BERT, BART) and traditional statistical techniques.
- Experience developing generative models in audio and speech.
- Proficiency in designing, implementing, and training DL algorithms using frameworks like PyTorch or TensorFlow.
- Willingness for hands-on R&D in modeling audio, speech, and text data.
- Experience working in cross-disciplinary, geographically dispersed teams.
- Required: Master's degree in Computer Engineering, Computer Science, or Electrical Engineering.
- Preferred: Doctorate in the same fields.
- At least 2 years of R&D experience in computer vision, image, NLP, or multimodal applications in academia or industry.
This is an equal opportunity employer committed to accessibility and accommodation for individuals with disabilities. We expect employees to adhere to all applicable policies, including security and confidentiality requirements.
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