From dd20fb7b6cce5e427306d1b939c428258ae23314 Mon Sep 17 00:00:00 2001 From: Steven Date: Thu, 27 Oct 2022 13:53:19 -0700 Subject: [PATCH 1/2] add wav2vec2 resources --- docs/source/en/model_doc/wav2vec2.mdx | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/docs/source/en/model_doc/wav2vec2.mdx b/docs/source/en/model_doc/wav2vec2.mdx index 79870f5623e83e..083ea10e43538f 100644 --- a/docs/source/en/model_doc/wav2vec2.mdx +++ b/docs/source/en/model_doc/wav2vec2.mdx @@ -35,6 +35,26 @@ Tips: This model was contributed by [patrickvonplaten](https://huggingface.co/patrickvonplaten). +## Resources + +A list of official Hugging Face and community (indicated by 🌎) resources to help you get started with Wav2Vec2. If you're interested in submitting a resource to be included here, please feel free to open a Pull Request and we'll review it! The resource should ideally demonstrate something new instead of duplicating an existing resource. + + + +- A notebook on how to [leverage a pretrained Wav2Vec2 model for emotion classification](https://colab.research.google.com/github/m3hrdadfi/soxan/blob/main/notebooks/Emotion_recognition_in_Greek_speech_using_Wav2Vec2.ipynb). 🌎 +- [`Wav2Vec2ForCTC`] is supported by this [example script](https://github.com/huggingface/transformers/tree/main/examples/pytorch/audio-classification) and [notebook](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/audio_classification.ipynb). + + + +- A blog post on [Boosting Wav2Vec2 with n-grams in 🤗 Transformers](https://huggingface.co/blog/wav2vec2-with-ngram). +- A blog post on how to [finetune Wav2Vec2 for English ASR with 🤗 Transformers](https://huggingface.co/blog/fine-tune-wav2vec2-english). +- A blog post on [finetuning XLS-R for Multi-Lingual ASR with 🤗 Transformers](https://huggingface.co/blog/fine-tune-xlsr-wav2vec2). +- A notebook on how to [create YouTube captions from any video by transcribing audio with Wav2Vec2](https://colab.research.google.com/github/Muennighoff/ytclipcc/blob/main/wav2vec_youtube_captions.ipynb). 🌎 +- [`Wav2Vec2ForCTC`] is supported by a notebook on [how to finetune a speech recognition model in English](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/speech_recognition.ipynb), and [how to finetune a speech recognition model in any language](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/multi_lingual_speech_recognition.ipynb). + +🚀 Deploy + +- A blog post on how to deploy Wav2Vec2 for [Automatic Speech Recogntion with Hugging Face's Transformers & Amazon SageMaker](https://www.philschmid.de/automatic-speech-recognition-sagemaker). ## Wav2Vec2Config From 64627539a5c0bfa487e062b0716791ea694a209e Mon Sep 17 00:00:00 2001 From: Steven Liu <59462357+stevhliu@users.noreply.github.com> Date: Fri, 28 Oct 2022 11:01:09 -0700 Subject: [PATCH 2/2] apply review Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com> --- docs/source/en/model_doc/wav2vec2.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/en/model_doc/wav2vec2.mdx b/docs/source/en/model_doc/wav2vec2.mdx index 083ea10e43538f..3acf176a27a8a7 100644 --- a/docs/source/en/model_doc/wav2vec2.mdx +++ b/docs/source/en/model_doc/wav2vec2.mdx @@ -46,7 +46,7 @@ A list of official Hugging Face and community (indicated by 🌎) resources to h -- A blog post on [Boosting Wav2Vec2 with n-grams in 🤗 Transformers](https://huggingface.co/blog/wav2vec2-with-ngram). +- A blog post on [boosting Wav2Vec2 with n-grams in 🤗 Transformers](https://huggingface.co/blog/wav2vec2-with-ngram). - A blog post on how to [finetune Wav2Vec2 for English ASR with 🤗 Transformers](https://huggingface.co/blog/fine-tune-wav2vec2-english). - A blog post on [finetuning XLS-R for Multi-Lingual ASR with 🤗 Transformers](https://huggingface.co/blog/fine-tune-xlsr-wav2vec2). - A notebook on how to [create YouTube captions from any video by transcribing audio with Wav2Vec2](https://colab.research.google.com/github/Muennighoff/ytclipcc/blob/main/wav2vec_youtube_captions.ipynb). 🌎