# Hugging Face — Boosting Wav2Vec2 with n-grams in 🤗 Transformers

- Company: Hugging Face (huggingface.co)
- Announced: 2022-01-12
- Category: capability-change
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://huggingface.co/blog/wav2vec2-with-ngram
- Record: https://forck.live/items/2231-boosting-wav2vec2-with-n-grams-in-transformers
- Subject: Platform
- Models affected: Wav2Vec2, facebook/wav2vec2-base-100h

Hugging Face Transformers now integrates with Kensho Technologies' pyctcdecode library to allow easy n-gram language model decoding with fine-tuned Wav2Vec2 checkpoints, improving transcription accuracy.

## Evidence

Verbatim from https://huggingface.co/blog/wav2vec2-with-ngram:

> 🤗 Transformers now offers an easy-to-use integration with Kensho Technologies' pyctcdecode library

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