RNN
Datasets
All datasets matching “RNN”asr_rnnt_eou_from_scratch
NeMo ASR-EOU 训练脚本解读与论文出处梳理
目标文件：examples/asr/asr_eou/speech_to_text_rnnt_eou_train.py链接：https://github.com/NVIDIA-NeMo/NeMo/blob/main/examples/asr/asr_eou/speech_to_text_rnnt_eou_train.py
这份脚本本身是一个 训练入口脚本（Hydra + PyTorch Lightning），核心功能是：按配置创建 EncDecRNNTBPEEOUModel，并支持从已有 .nemo 初始化、添加/训练 adapter，以及在“词表扩展（新增 <EOU>/<EOB>）”时做权重迁移。
下面按“它用到的技术点 → 在代码/配置里怎么体现 → 原始论文出处”总结。
1) ASR-EOU：把“端点/话轮信息”并入 ASR（<EOU>, <EOB>）
它做什么：
除了输出转写文本外，还让模型在时间轴上预测：
EOU：End Of Utterance（一句话结束）… See the full description on the dataset page: https://huggingface.co/datasets/echodict/asr_rnnt_eou_from_scratch.NeMo_RNNT_EOU
NVIDIA NeMo Speech
Checkout our HuggingFace🤗 collection for the latest open
weight checkpoints and demos!
Updates
2026-03: Nemotron 3 VoiceChat is now released in Early Access. Built on the Nemotron Nano v2 LLM backbone with Nemotron speech and TTS decoder, VoiceChat delivers full-duplex, natural, interruptible conversations with low latency. Try out the demo and apply for early access.
2026-03: Nemotron-Speech-Streaming v2603 has been
updated. It has… See the full description on the dataset page: https://huggingface.co/datasets/echodict/NeMo_RNNT_EOU.st-code-datasetst_dataset_distillation_by_qwen2.5.jsonl 是由 stgenerate 蒸馏qwen2.514b生成的
/data/complier_improve 中的是在蒸馏的过程中增加编译器在环`
st_dataset_local.jsonl 是编译验证通过
st_dpo_dataset.jsonl 是交给ai改正后编译验证通过形成DPO
其他的都是各种原因为通过编译
st_dataset_distillation_by_st_coder_clean 这个适合做反面教材
stc-rnn-seasonal-v2
STC-RNN V2 — Seasonal Financial Return Forecasting
Artifacts for the revised STC-RNN manuscript. This release (v2) is a
ground-up rebuild of the evaluation pipeline in response to peer review, not an
update of the original results.
Run hash 0cf00af8ff · profile full ·
generated 2026-09-05
What changed from V1
Fix
Detail
Look-ahead removed
The seasonal period is now selected inside each rolling training window, never on the full series
Rolling protocol… See the full description on the dataset page: https://huggingface.co/datasets/Obaidullahmiakhil/stc-rnn-seasonal-v2.rnng-brainscorePre-trained models and other files associated with the RNNG BrainScore repo. Check out the GitHub at https://github.com/benlipkin/rnng
IEC_61131-3_ST