CODEC ERP

AudioCraft is a single-stop code base for all your generative audio needs: music, sound effects, and compression after training on raw audio signals. With AudioCraft, we simplify the overall design of generative models for audio compared to prior work. Both MusicGen and AudioGen consist of a single autoregressive Language Model (LM) that operates over streams of compressed discrete music representation, i.e., tokens. We introduce a simple approach to leverage the internal structure of the parallel streams of tokens and show that, with a single model and elegant token interleaving pattern, our approach efficiently models audio sequences, simultaneously capturing the long-term dependencies in the audio and allowing us to generate high-quality audio. Our models leverage the EnCodec neural audio codec to learn the discrete audio tokens from the raw waveform. EnCodec maps the audio signal to one or several parallel streams of discrete tokens.

Pluggar ERP is a cloud-based platform for retailers, wholesalers, and distributors that centralizes inventory, sales, finance, and logistics in a single system. Built on Oracle Cloud, it delivers high performance, security, and reliability while remaining accessible for growing businesses. Pluggar ERP supports multiple stores, branches, and CNPJs, integrates with e-commerce and marketplaces, and automates Brazilian tax documents such as NF-e, NFC-e to keep operations compliant. The solution covers purchasing, pricing, promotions, invoicing, receivables, and stock control, helping management make better decisions with real-time data. Implementation is guided by Pluggar’s proven methodology, including data migration, system setup, and user training so teams can go live quickly and with confidence.