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Indian Institute of Technology Hyderabad

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Preprint Oct 2026

Self-Supervised Source-Filter Model of Speech Production

SoFilNet is proposed, a self-supervised, differentiable Source-Filter Network that estimates the parameters of speech production directly from the raw waveform: a source, specified by fundamental frequency (F0), voicing and the aperiodicity of five frequency bands, and a filter, specified by ordered formant poles, addi...

Nani Meka, Raghavan Ramesh, Sri Rama Murty Kodukula Speech Information Processing Lab et al. · 0 citations

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