This repository contains code for applying Data2Vec to pretrain Keyword Transformer model as described in "Improving Label-Deficient Keyword Spotting Through Self-Supervised Pretraining".
☆31Mar 6, 2025Updated last year
Alternatives and similar repositories for data2vec-KWS
Users that are interested in data2vec-KWS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Wav2Keyword is keyword spotting(KWS) based on Wav2Vec 2.0. This model shows state-of-the-art in Speech commands dataset V1 and V2.☆110Jan 11, 2023Updated 3 years ago
- Mining effective negative training samples for keyword spotting (PyTorch)☆68May 23, 2020Updated 6 years ago
- Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus☆191Dec 6, 2024Updated last year
- Few-Shot Keyword Spotting☆73Apr 11, 2021Updated 5 years ago
- Test Framework for few-shot open set KWS☆47Nov 8, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- End-to-End Keyword Spotting (E2E-KWS) using a character level LSTM☆46Nov 18, 2022Updated 3 years ago
- ☆106May 31, 2023Updated 3 years ago
- [ICASSP'22] Continual Learning Benchmark for Spoken Keyword Spotting☆17Jun 7, 2022Updated 4 years ago
- Feedforward Sequential Memory Networks☆18Aug 2, 2022Updated 4 years ago
- Official PyTorch implementation of "Attention-Free Keyword Spotting", Mashrur. M. Morshed & Ahmad Omar Ahsan, PML4DC @ ICLR 2022.☆15Nov 5, 2022Updated 3 years ago
- Source Code for the Paper "UNIFIED KEYWORD SPOTTING AND AUDIO TAGGING ON MOBILE DEVICES WITH TRANSFORMERS"☆24Mar 6, 2023Updated 3 years ago
- Learning Efficient Representations for Keyword Spotting with Triplet Loss☆115Sep 14, 2022Updated 4 years ago
- This repository is a curated list of awesome Speech Keyword Spotting (Wake-Up Word Detection).☆294May 23, 2022Updated 4 years ago
- Official implementation of the Keyword Transformer: https://arxiv.org/abs/2104.00769☆150Apr 29, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official code for Metric learning for user-defined keyword spotting☆40Feb 21, 2024Updated 2 years ago
- Official PyTorch implementation of "Text-aware Speech Separation for Multi-talker Keyword Spotting" (Interspeech 2024)☆13Apr 1, 2025Updated last year
- AS-pVAD: A Real-time Personalized Voice Activity Detection Network With Attentive Score Loss☆14Oct 19, 2023Updated 3 years ago
- Keyword spotting and forced alignment in any language☆102Jun 15, 2026Updated 4 months ago
- Keyword spotting, Speech wake_up, by pytorch, DNN, CNN, TDNN, DFSMN, LSTM☆55Mar 15, 2022Updated 4 years ago
- Official PyTorch implementation of "Detect, Attend and Extract: Keyword Guided Target Speaker Extraction" (IJCAI-ECAI 2026)☆28Aug 13, 2026Updated 2 months ago
- End-to-End Speech Processing Toolkit☆14Nov 16, 2024Updated last year
- Attention-based model for keywords spotting☆19Aug 9, 2021Updated 5 years ago
- Recipe for LibriPhrase☆40Sep 2, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Multilingual and code-switching ASR challenges for low resource Indian languages.☆23Jul 26, 2021Updated 5 years ago
- Unofficial PyTorch implementation of "Keyword Transformer: A Self-Attention Model for Keyword Spotting", Berg et al. 2021.☆41Oct 11, 2022Updated 4 years ago
- In this repository, I implement a system for detecting specific spoken words in speech signal. When reading a speech signal, I detect not…☆19Sep 27, 2021Updated 5 years ago
- Production First and Production Ready End-to-End Keyword Spotting Toolkit☆773Jul 23, 2026Updated 3 months ago
- Official implementation of "PhonMatchNet: Phoneme-Guided Zero-Shot Keyword Spotting for User-Defined Keywords" (INTERSPEECH 2023)☆64Jun 3, 2024Updated 2 years ago
- SepPrune: Structured Pruning for Efficient Deep Speech Separation-AAAI'26☆15May 31, 2025Updated last year
- Official implementation for our paper "Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations"☆45Aug 14, 2025Updated last year
- Code for the Interspeech 2024 paper "MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting"☆53Jan 24, 2026Updated 9 months ago
- In this repository, we explore using a hybrid system consisting of a Convolutional Neural Network and a Support Vector Machine for Keywor…☆113Dec 8, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- for taslp under-review dma-kws☆17Sep 17, 2026Updated last month
- Seeing Wake Words: Audio-visual Keyword Spotting☆67Sep 16, 2020Updated 6 years ago
- ☆22Apr 9, 2026Updated 6 months ago
- PyTorch toolkit for streaming speech recognition, speech translation and simultaneous translation based on fairseq.☆25Oct 3, 2022Updated 4 years ago
- ☆40Feb 23, 2022Updated 4 years ago
- Speechflow for emotion recognition related information decomposition☆10Jul 27, 2021Updated 5 years ago
- TriNet: stabilizing self-supervised learning from complete or slow collapse on ASR.☆34Jun 1, 2023Updated 3 years ago