1 citations · 2 across the 6 of their papers we have counts for
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Steerspeech: Activation Steering For Emotion Control In Generated Speech
Afsara Benazir, Darius Pétermann, Felix Xiaozhu Lin +1
Pretrained text-to-speech (TTS) models can generate expressive speech, but reliable inference-time emotion control remains challenging: prompts and reference audio offer coarse, in…
Benchmarking Composable Compression Techniques in Mixture-of-Experts LLMs
Afsara Benazir, Chen Chen, Rongxiao Qu +3
Mixture-of-Experts (MoE) LLMs scale model capacity efficiently through sparse activation, but their large expert parameter footprint, routing imbalance, and long-context KV-cache g…
Efficient Mixture-of-Experts LLM Inference with Apple Silicon NPUs
Afsara Benazir, Felix Xiaozhu Lin
Apple Neural Engine (ANE) is a dedicated neural processing unit (NPU) present in every Apple Silicon chip. Mixture-of-Experts (MoE) LLMs improve inference efficiency via sparse act…