prism-benchmarking-phone-realization-in-speech

name	prism-benchmarking-phone-realization-in-speech
title	PRiSM: Benchmarking Phone Realization in Speech Models
version	0.0.2
engine	skillxiv-v0.0.2-claude-opus-4.6
license	MIT
url	https://arxiv.org/abs/2601.14046
keywords	["Benchmark","Model"]
description	Phone recognition (PR) serves as the atomic interface for language-agnostic modeling for cross-lingual speech processing and phonetic analysis. Despite prolonged efforts in developing PR systems, current evaluations only measure surface-level transcription accuracy. We introduce PRiSM, the first open-source benchmark designed to expose blind spots in phonetic perception through intrinsic and extrinsic evaluation of PR systems. PRiSM standardizes transcription-based evaluation and assesses downst...

Overview

This skill covers research on prism: benchmarking phone realization in speech models. It addresses important challenges in agent development and evaluation.

Key Insights

The paper provides:

• Novel approaches or frameworks for agent systems
• Empirical evaluation results and benchmarks
• Generalizable principles for practitioners

When to Use

Use this skill when working on:

• Agent-based systems and applications
• Autonomous reasoning and planning
• Agent performance evaluation and improvement

When NOT to Use

• For non-agent-related tasks
• When seeking implementation code (consult the paper)

Resources

• ArXiv Abstract: https://arxiv.org/abs/2601.14046
• Full PDF: https://arxiv.org/pdf/2601.14046
• HTML: https://arxiv.org/html/2601.14046

Refer to the original paper for complete technical details, methodology, and experimental protocols.