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Keyword Spotting

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평가표: 10
보존된 평가 기록: 127

In speech processing, keyword spotting deals with the identification of keywords in utterances.

<span style="color:grey; opacity: 0.6">( Image credit: Simon Grest )</span>

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/georgeretsi/segfreekws

공식 코드

Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoring

https://github.com/glam-imperial/AudioXgen

공식 코드

Audio Explanation Synthesis with Generative Foundation Models

https://github.com/gnafiy/tpdt-ss-kws

공식 코드

Text-aware Speech Separation for Multi-talker Keyword Spotting

https://github.com/gusrud1103/libriphrase

공식 코드

Learning Audio-Text Agreement for Open-vocabulary Keyword Spotting

https://github.com/gzhu06/PodcastFillers_Utils

공식 코드

Filler Word Detection and Classification: A Dataset and Benchmark

https://github.com/hanyu-meng/adapting-leaf

공식 코드

What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions

https://github.com/harvard-edge/multilingual_kws

공식 코드

Few-Shot Keyword Spotting in Any Language

https://github.com/holgerbovbjerg/data2vec-kws

공식 코드

Improving Label-Deficient Keyword Spotting Through Self-Supervised Pretraining

https://github.com/htqin/bifsmn

공식 코드

BiFSMN: Binary Neural Network for Keyword Spotting

https://github.com/htqin/bifsmnv2

공식 코드

BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance

https://github.com/huangyz0918/kws-continual-learning

공식 코드

Progressive Continual Learning for Spoken Keyword Spotting

https://github.com/huckiyang/speech_quantum_dl

공식 코드

Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition

https://github.com/hyperconnect/TC-ResNet

공식 코드

Temporal Convolution for Real-time Keyword Spotting on Mobile Devices

https://github.com/ivallesp/xception1d

공식 코드

End-to-end Keyword Spotting using Xception-1d

https://github.com/janson9192/autokws2021

공식 코드

Auto-KWS 2021 Challenge: Task, Datasets, and Baselines

https://github.com/jd-deleon/depth-pruning-auxnets

공식 코드

Depth Pruning with Auxiliary Networks for TinyML

https://github.com/jsvir/sparknet

공식 코드

Sparse Binarization for Fast Keyword Spotting

https://github.com/kayodeolaleye/keyword_localisation_speech

공식 코드

Keyword localisation in untranscribed speech using visually grounded speech models

https://github.com/lingjzhu/clap-ipa

공식 코드

The taste of IPA: Towards open-vocabulary keyword spotting and forced alignment in any language

https://github.com/lxcnju/FedKWS-UI

공식 코드

Avoid Overfitting User Specific Information in Federated Keyword Spotting

https://github.com/malmaud/whats_cookin

공식 코드

What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision

https://github.com/mbalazs98/spatiotemporal

공식 코드

Learning Delays Through Gradients and Structure: Emergence of Spatiotemporal Patterns in Spiking Neural Networks

https://github.com/mechanicalsea/lighthubert

공식 코드

LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT

https://github.com/mlcommons/tiny

공식 코드

MLPerf Tiny Benchmark

https://github.com/mlcommons/tiny_results_v0.5

공식 코드

MLPerf Tiny Benchmark

https://github.com/mlcommons/tiny_results_v0.7/tree/main/open/hls4ml-finn

공식 코드

Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark

https://github.com/mrusci/ondevice-fewshot-kws

공식 코드

Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems

https://github.com/msalhab96/araspot

공식 코드

AraSpot: Arabic Spoken Command Spotting

https://github.com/ncsoft/phonmatchnet

공식 코드

PhonMatchNet: Phoneme-Guided Zero-Shot Keyword Spotting for User-Defined Keywords

https://github.com/nttcslab/m2d

공식 코드

Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input

https://github.com/prajwalkr/transpotter

공식 코드

Visual Keyword Spotting with Attention

https://github.com/pulp-platform/eae-kws

공식 코드

Boosting keyword spotting through on-device learnable user speech characteristics

https://github.com/pulp-platform/pulp-trainlib

공식 코드

Reduced Precision Floating-Point Optimization for Deep Neural Network On-Device Learning on MicroControllers

https://github.com/retrocirce/hts-audio-transformer

공식 코드

HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection

https://github.com/rkmtlab/LipLearner

공식 코드

LipLearner: Customizable Silent Speech Interactions on Mobile Devices

https://github.com/robobachelor/keyword-spotting-stm32

공식 코드

Keyword Spotting System and Evaluation of Pruning and Quantization Methods on Low-power Edge Microcontrollers

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