Advanced Speech Recognition Specialist

2 days ago

Bengaluru, Karnataka, India beBeeSpeech Full time ₹ 80,00,000 - ₹ 1,20,00,000
Speech Recognition Researcher

We are seeking an ambitious researcher to join our speech recognition team. As a key member, you will work on cutting-edge techniques to improve speech recognition accuracy.

Key Responsibilities:
  • Enhance ASR robustness under noisy, low-resource, and domain-shifted conditions by investigating new signal processing algorithms and deep learning architectures.
  • Analyze hallucination phenomena in end-to-end ASR models and propose data-driven mitigation strategies.
  • Conduct experiments using large-scale speech datasets and evaluate ASR performance across varying noise levels and linguistic diversity.
  • Contribute to publications, technical reports, or open-source tools as outcomes of the research.
Requirements:
  • Master's in machine learning/deep learning with hands-on experience on Transformer models and applications in audio/speech.
  • Strong programming skills in Python with familiarity with PyTorch or TensorFlow.
  • Experience with speech processing libraries (e.g., Torchaudio, ESPnet, Hugging Face Transformers).
  • Prior experience with ASR models like Wav2Vec2, Whisper, or RNN-T is highly desirable.
  • Ability to read and implement academic papers.
  • Strong foundation in machine learning and signal processing.

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