NeMo Speech Models

NVIDIA NeMo toolkit supports multiple Automatic Speech Recognition(ASR) models such as Jasper and QuartzNet. Pretrained checkpoints for these models trained on ...

This collection contains NeMo models for Automatic Speech Recognition (ASR): Speech to Text, Speech Classification, Speaker Diarization, ...

2023年10月25日 — NeMo Models · Experiment Manager · Neural Types · Exporting NeMo Models ... Comparison tool for ASR Models · ASR Evaluator · Speech Data Processor ...

Use this method when fine-tuning on from pre-trained model. This method changes only decoder and leaves encoder and pre-processing modules unchanged. For ...

2023年10月25日 — NeMo Models · Experiment Manager · Neural Types · Exporting NeMo Models ... Comparison tool for ASR Models · ASR Evaluator · Speech Data Processor.

Source code for nemo.collections.asr.models.msdd_models ... Last updated on Dec 19, 2023.

This method changes only decoder and leaves encoder and pre-processing modules unchanged. For example, you would use it if you want to use pretrained encoder ...

You can use NeMo to transcribe speech using open-sourced pretrained models in 14+ languages, or train your own ASR models. Transcribe speech with 3 lines of ...

Model Classes: Modules: Parts: Mixins: Datasets: Character Encoding Datasets: Text-to-Text Datasets for Hybrid ASR-TTS models: Subword Encoding Datasets: ...

This section gives a brief overview of the models that NeMo's ASR collection currently supports. Each of these models can be used with the example ASR ...