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fast-conformer-id-jv – AI Model by Isaacyn | AlphaNeural AI

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Isaacyn/
fast-conformer-id-jv

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automatic-speech-recognition

mozilla-foundation/common_voice_17_0

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Fast Conformer ASR — Bahasa Indonesia, Bahasa Jawa & Bahasa Inggris

Fine-tuned Fast Conformer dengan LoRA untuk ASR tiga bahasa: Bahasa Indonesia, Bahasa Jawa, dan Bahasa Inggris. Output selalu Bahasa Indonesia.

Model Details

Base model: Fast Conformer (Rekesh et al., 2023)
Fine-tuning: LoRA/PEFT via HuggingFace PEFT
Languages input: Bahasa Indonesia (id), Bahasa Jawa (jv), Bahasa Inggris (en)
Output: Bahasa Indonesia
Framework: NVIDIA NeMo
Export: ONNX Runtime compatible

Files

fast_conformer_multilingual.nemo — NeMo checkpoint
fast_conformer_multilingual.onnx — ONNX export untuk inferensi/browser extension

Datasets

Mozilla Common Voice 17.0 (id, CC0-1.0)
Google FLEURS (id_id, jv_jv, CC-BY 4.0)
OpenSLR SLR35 — Large Javanese ASR Training Dataset
LibriSpeech (en)

Citation

Rekesh et al. (2023) — Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition.