
Worked on the spraakbanken/metadata repository to deliver robust metadata and configuration management for audio transcription and sentiment analysis pipelines. Focused on standardizing metadata for tools like sparv-sbx-whisper-import, enabling consistent transcription workflows across MP3, OGG, and WAV formats using YAML. Integrated machine learning models from KB-Whisper and Hugging Face, and enhanced metadata discoverability, licensing, and documentation for easier reuse and automation. Improved support for Swedish sentiment and emotion analysis by aligning naming conventions, updating usage guidance, and fixing configuration issues. Demonstrated skills in configuration management, metadata design, and natural language processing to streamline deployment and integration of language technologies.
Monthly work summary for 2025-10 for repository spraakbanken/metadata. This period focused on enhancing metadata support for Swedish sentiment and emotion analysis tools and improving metadata quality and usability across Sparv-based pipelines. Deliverables and outcomes were aligned with increased pipeline capability, easier integration, and clearer naming conventions to reduce operational friction in downstream tasks.
Monthly work summary for 2025-10 for repository spraakbanken/metadata. This period focused on enhancing metadata support for Swedish sentiment and emotion analysis tools and improving metadata quality and usability across Sparv-based pipelines. Deliverables and outcomes were aligned with increased pipeline capability, easier integration, and clearer naming conventions to reduce operational friction in downstream tasks.
Month: 2025-09 Overview: Metrics-driven update focused on metadata groundwork for transcription tooling in the spraakbanken/metadata repo. The primary delivery was metadata support for sparv-sbx-whisper-import to standardize transcription configuration across MP3, OGG, and WAV, enabling more reliable, discoverable, and license-compliant deployment of transcription pipelines.
Month: 2025-09 Overview: Metrics-driven update focused on metadata groundwork for transcription tooling in the spraakbanken/metadata repo. The primary delivery was metadata support for sparv-sbx-whisper-import to standardize transcription configuration across MP3, OGG, and WAV, enabling more reliable, discoverable, and license-compliant deployment of transcription pipelines.

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