eess.AS · 2026-09-17 · No. 116
Audio and Speech Processing, 2026-09-17.
1 new papers in eess.AS. Titles, authors,
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01 — The papers
1 entries-
01
GrainSpeech: Less Context, More Detail for Compact Speech Synthesis
Zitao Liang, Chang Gao
eess.AS · cs.AI · cs.SD · eess.SP
Compact acoustic models face a challenging quality-capacity trade-off. We investigate two factors in this regime: encoder context and Mel-spectrogram supervision. A receptive-field-scaling study shows that expanding self-attention beyond 15 phonemes provides no consistent gains in pitch, energy, or duration prediction. Guided by this finding, we introduce a fixed-receptive-field convolutional encoder that reduces the respective prediction...
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