robflynnyh
PhD Student at Sheffield University @ CDT for Speech and Language Technologies - ASR + LMs
The University of SheffieldSheffield
Pinned Repositories
asr_training_scripts
batchrenorm
Batch Renormalization in Pytorch - added masking
causal-transformer
A causal transformer based LM.
CNN-LCP-Shared-Task-2021
Code for Lexical Complexity Prediction Shared Task
dynamic-asr-eval
hydra-linear-attention
Implementation of: Hydra Attention: Efficient Attention with Many Heads (https://arxiv.org/abs/2209.07484)
in-context-asr
a tiny evaluation dataset for ASR models measuring their ability to adapt based on context
long-context-asr
Code for the paper: How Much Context Does My Attention-Based ASR System Need?
Self-Train-Before-You-Transcribe
Code for Interspeech 2024 paper: Self-Train Before You Transcribe
synthetic-tasks
Collection of synthetic tasks (wip) for testing neural sequence models
robflynnyh's Repositories
robflynnyh/hydra-linear-attention
Implementation of: Hydra Attention: Efficient Attention with Many Heads (https://arxiv.org/abs/2209.07484)
robflynnyh/long-context-asr
Code for the paper: How Much Context Does My Attention-Based ASR System Need?
robflynnyh/Self-Train-Before-You-Transcribe
Code for Interspeech 2024 paper: Self-Train Before You Transcribe
robflynnyh/causal-transformer
A causal transformer based LM.
robflynnyh/asr_training_scripts
robflynnyh/CNN-LCP-Shared-Task-2021
Code for Lexical Complexity Prediction Shared Task
robflynnyh/batchrenorm
Batch Renormalization in Pytorch - added masking
robflynnyh/dynamic-asr-eval
robflynnyh/estateCMS
CMS for mock-up estate agent
robflynnyh/in-context-asr
a tiny evaluation dataset for ASR models measuring their ability to adapt based on context
robflynnyh/ionic-app-base
A base starting point for Ionic, with Cordova, Bower, and Gulp.
robflynnyh/language_modelling
robflynnyh/lhotse
Tools for handling speech data in machine learning projects.
robflynnyh/MakeProgress
This is a template, which lays out a structure for a main project. It can be used by any team working on an MMU LiveProject.
robflynnyh/NeMo
NeMo: a toolkit for conversational AI
robflynnyh/synthetic-tasks
Collection of synthetic tasks (wip) for testing neural sequence models
robflynnyh/flip-with-mask-pytorch
example of flip operation that keeps masked indices at the end of the sequence
robflynnyh/GSM8K-self-training-from-context
robflynnyh/learning-to-augment
robflynnyh/number_conversion
For use with num2words. Convert a document with numbers in to a document with just words
robflynnyh/opensubtitles_parser
robflynnyh/Paperless-Restaurant
robflynnyh/profdevelopment
robflynnyh/pyctcdecode
A fast and lightweight python-based CTC beam search decoder for speech recognition.
robflynnyh/robflynnyh
Config files for my GitHub profile.
robflynnyh/Sheffield-Model-Inference
An inference pipeline to simplify usage of large publicly available pre-trained ML model on HPC
robflynnyh/TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
robflynnyh/vector-quantize-pytorch
Vector Quantization, in Pytorch
robflynnyh/whisper-dynamic-eval