Ashutosh Pandey
Computer Science · The Ohio State University
Publications
70
Citations
1,746
Est. group size
~2
Recurring co-author estimate
Active years
21
Publishing since 2006
This researcher works on speech and audio processing, particularly using deep learning to improve speech enhancement, speaker localization, and noise/feedback cancellation in real-world noisy or reverberant conditions. A key focus is making these systems computationally efficient enough for low-latency or resource-limited devices such as hearing aids. Some recent work also touches on adjacent applied AI topics like underwater imaging and smart home sensing, though the bulk of the output centers on audio signal processing.
Publication output has grown substantially in recent years, rising from a handful of papers annually in 2017-2023 to over a dozen per year in 2024 and 2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Smart Wind Energy Generation from Highway Movement Using AI
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT · 2026
- MarineEye: A Comparative Study on Underwater image Quality
Advances in engineering research/Advances in Engineering Research · 2026
- A Survey of Anomaly Detection in Graphs: Algorithms and Applications
Synthesis lectures on computer science · 2025
- Towards decoupling frontend enhancement and backend recognition in monaural robust ASR
Computer Speech & Language · 2025
- Robust frame-level speaker localization guided by multi-channel speech enhancement and inter-channel phase-difference losses
The Journal of the Acoustical Society of America · 2025
- Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement
2025
- Ultra low-compute complex spectral masking for multichannel speech enhancement
2025
- Robust Frame-level Speaker Localization in Reverberant and Noisy Environments by Exploiting Phase Difference Losses
2025
- Advancing Active Speaker Detection for Egocentric Videos
2025
- A Novel Deep Learning Framework for Efficient Multichannel Acoustic Feedback Control
2025
- Controlling the Parameterized Multi-channel Wiener Filter using a tiny neural network
2025
- Improving Resource-Efficient Speech Enhancement via Neural Differentiable DSP Vocoder Refinement
arXiv (Cornell University) · 2025
- Real-Time Multimodal Context-Aware System for Elderly Care Using Integrated Temporal-Spatial Reasoning in Smart Homes
2025
- A Unified Framework for Evaluating DNN-Based Feedforward, Feedback, and Hybrid Active Noise Cancellation
2025
- A Novel Deep Learning Framework for Efficient Multichannel Acoustic Feedback Control
arXiv (Cornell University) · 2025
- arXiv (Cornell University)×10
- IEEE/ACM Transactions on Audio Speech and Language Processing×6
- The Journal of the Acoustical Society of America×3
- Computer Speech & Language×2
- ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)×2
- Hassan Taherian
Computer Science · The Ohio State University
- Donald S. Williamson
Computer Science · Indiana University
- DeLiang Wang
Computer Science · The Ohio State University
- Heming Wang
Computer Science · The Ohio State University
- Minje Kim
Computer Science · Indiana University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 19, 2026.
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