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Notes on speech processing
4 notes
Cumsum-Composable Phase Transport for Low-Cost Streaming Keyword Spotting
The paper introduces Cumsum-Composable Phase Transport, a new streaming-native temporal layer for keyword spotting in speech tasks. This method uses unitary rotations to project and transport acoustic frames…
VoxENES 2026: Benchmarking Generalization of Speech Spoofing Detectors Against LLM-Era TTS and Voice Conversion
The paper introduces VoxENES 2026, a new benchmark for testing speech synthesis systems against modern text-to-speech (TTS) and voice conversion (VC) methods. The benchmark includes 53,628 audio samples in English and…
VoxENES 2026: Benchmarking Generalization of Speech Spoofing Detectors Against LLM-Era TTS and Voice Conversion
The paper introduces VoxENES 2026, a new benchmark for evaluating the performance of speech spoofing detectors against modern text-to-speech (TTS) and voice conversion (VC) systems. The benchmark contains 53,628 audio…
Beyond U-Net: A Latent-Representation-Aligned Skip-Free Backbone for Flow-Matching Speech Enhancement
The authors propose a new method for speech enhancement using flow-matching, which is more efficient than generative models with iterative sampling processes that limit real-time deployment. Their approach involves a…
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