1 citations · 1 across the 9 of their papers we have counts for
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Asymmetric Classifier-Free Guidance for Target-Speaker ASR
Yiwen Guan, Jacob Whitehill
Target-speaker automatic speech recognition (TS-ASR) must identify and transcribe a desired speaker under varying overlap and noise conditions. These changes alter the acoustic evi…
Efficient One-to-Many Translation with Joint Multi-Stream Diffusion
Yiwen Guan, Jacob Whitehill
One-to-many machine translation (MT) is computationally expensive for autoregressive (AR) systems, which suffer from linear latency scaling with both sequence length and the number…
Learning to Translate from Soft to Hard LLM Prompts
Pitipat Kongsomjit, Suryansh Goyal, Jacob Whitehill
Soft prompting, also known as continuous prompting, is a parameter-efficient method for tuning LLMs to specific tasks. Like other machine learning techniques, its parameters encode…
Quantization of Spiking Neural Networks Beyond Accuracy
Evan Gibson Smith, Jacob Whitehill, Fatemeh Ganji
Quantization is a natural complement to the sparse, event-driven computation of Spiking Neural Networks, reducing memory bandwidth and arithmetic cost for deployment on resource-co…