Utmost Care Hospital
PulseAugur coverage of Utmost Care Hospital — every cluster mentioning Utmost Care Hospital across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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SteerTTS TTS model shrunk to 11.84 MB for edge devices
A new edge variant of the SteerTTS text-to-speech model has been released, significantly reducing its size to 11.84 MB while maintaining word error rate. This smaller version achieves its size reduction through quantiza…
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New Protocol Reveals Speech Quality Metrics Are Highly Hackable
A new research paper published on arXiv introduces a corrected protocol for measuring the hackability of speech quality metrics, highlighting significant flaws in existing methods. The study reveals that current measure…
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Speech quality metrics fail on clean audio, new research finds
A new research paper from arXiv explores the effectiveness of reference-free speech quality metrics, such as UTMOS, DNSMOS, and SCOREQ, in evaluating modern text-to-speech (TTS) systems. The study found that while these…
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New research evaluates speech quality metrics for neural audio codecs
A new research paper evaluates 45 objective speech quality metrics to determine their reliability for assessing neural audio codecs. The study found that neural-based metrics, specifically scoreq and utmos, demonstrated…
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CPU TTS benchmark: Pocket TTS shows flat RTF, UTMOS struggles with naturalness
A benchmark comparing four CPU-based text-to-speech (TTS) models—Kokoro, Supertonic, Inflect-Nano, and Pocket TTS—reveals distinct performance characteristics. Pocket TTS, utilizing a streaming language model architectu…
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CPU TTS benchmark: Kokoro 82M leads in quality, Inflect-Nano-v1 in speed
A benchmark comparing three open-weight Text-to-Speech (TTS) models—Kokoro 82M, Supertonic 3, and Inflect-Nano-v1—on a CPU revealed significant performance and quality differences. Inflect-Nano-v1, despite its small par…