Scholar
Nithin Rao Koluguri
Google Scholar ID: YPtcUTUAAAAJ
NVIDIA Corporation
Citations & Impact
Citations
768
H-index
14
i10-index
16
Publications
20
Co-authors
14
list available
Publications
Resume (English only)
Academic Achievements
- Created TitaNet architecture for speaker recognition, widely adopted with ~1.5M monthly downloads on Hugging Face
- Co-built the first speaker diarization modules in NeMo using TitaNet embeddings and NME-SC clustering
- Led billion-parameter scaling of FastConformer ASR models to advance speech recognition capabilities
- Leading development of Parakeet model series; parakeet-tdt-0.6b-v2 currently ranks #1 on Hugging Face Open-ASR leaderboard
- Co-author of 'Sortformer: Seamless integration of speaker diarization and ASR by bridging timestamps and tokens'
- Developed speech classifiers for ALS and Parkinson’s disease detection using voice as a biomarker at IISc
- Improved ASR by generating n-best path lists under various noise conditions using Kaldi during USC research
