Get started
Author

Nathan Susanj

Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding
2022 · Bhuvan Agrawal, Markus Muller, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 23
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition
2022 · Kai Zhen, Hieu Duy Nguyen, et al. · Interspeech (USB) · 14
PDF
Revisiting Pretraining with Adapters
2021 · Seungwon Kim, Alex Shum, et al. · Workshop on Representation Learning for NLP (RepL4NLP) · 10
PDF
Gated Contextual Adapters For Selective Contextual Biasing In Neural Transducers
2023 · Anastasios Alexandridis, Kanthashree Mysore Sathyendra, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 9
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding
2021 · Kai Wei, Thanh Tran, et al. · IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) · 9
PDF
Wanda++: Pruning Large Language Models via Regional Gradients
2025 · Yifan Yang, Kai Zhen, et al. · 8
PDF
Sub-8-Bit Quantization for On-Device Speech Recognition: A Regularization-Free Approach
2023 · Kai Zhen, Martin Radfar, et al. · IEEE Spoken Language Technology Workshop (SLT) · 8
PDF
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition
2022 · Martin Radfar, Rohit Barnwal, et al. · Interspeech (USB) · 8
PDF
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding
2022 · Thanh Tran, Kai Wei, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 7
Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants
2023 · Martin Radfar, Paulina Lyskawa, et al. · Interspeech (USB) · 5
Knowledge Distillation via Module Replacing for Automatic Speech Recognition with Recurrent Neural Network Transducer
2022 · Kaiqi Zhao, Hieu Nguyen, et al. · Interspeech (USB) · 5
A Neural Prosody Encoder for End-to-End Dialogue Act Classification
2022 · Kai Wei, Dillon Knox, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 3
The Amazon Nova Family of Models: Technical Report and Model Card
2025 · AGI, Amazon, Langford, Aaron, et al. · arXiv (Cornell University) · 2
PDF
Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models
2025 · Ryan Solgi, Kai Zhen, et al. · 1
PDF
Multilingual End-To-End Spoken Language Understanding For Ultra-Low Footprint Applications
2023 · Markus Müller, Anastasios Alexandridis, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
Accelerator-Aware Training for Transducer-Based Speech Recognition
2023 · Suhaila M. Shakiah, Rupak Vignesh Swaminathan, et al. · IEEE Spoken Language Technology Workshop (SLT) · 1
PDF
CommunityKV: Efficient Long-Context Decoding via Graph Partitioning
2026 · McKenna, Joe, Alexandridis, Anastasios, et al. · arXiv (Cornell University)
PDF
PlanRAG-Audio: Planning and Retrieval Augmented Generation for Long-form Audio Understanding
2026 · Association for Computational Linguistics 2026, Arora, Siddhant, et al. · Underline Science Inc.
PlanRAG-Audio: Planning and Retrieval Augmented Generation for Long-form Audio Understanding
2026 · Someki, Masao, Huang, Chien-yu, et al. · arXiv (Cornell University)
PlanRAG-Audio: Planning and Retrieval Augmented Generation for Long-form Audio Understanding
2026 · Someki, Masao, Huang, Chien-yu, et al. · arXiv (Cornell University)
PDF
PlanRAG-Audio: Planning and Retrieval Augmented Generation for Long-form Audio Understanding
2026 · Masao Someki, Chien-yu Huang, et al.
PDF
Activation-Informed Pareto-Guided Low-Rank Compression for Efficient LLM/VLM
2025 · Solgi, Ryan, Madinei, Parsa, et al. · arXiv (Cornell University)
PDF
Context-Driven Dynamic Pruning for Large Speech Foundation Models
2025 · Masao Someki, Shikhar Bharadwaj, et al. · Interspeech (USB)
PDF
Wanda++: Pruning Large Language Models via Regional Gradients
2025 · Yang, Yifan, Zhen, Kai, et al. · arXiv (Cornell University)
PDF
SharpZO: Hybrid Sharpness-Aware Vision Language Model Prompt Tuning via Forward-Only Passes
2025 · Yifan Yang, Zhen Zhang, et al. · neural information processing systems
PDF
Works count: 31
Citation count: 114
H-index: 8
I10-index: 3
Year
Topic
Type