Featured Collections
Curated Hugging FaceModelWhisper Hebrish Small ACFTHebrish/Whisper-Hebrish-Small-ACFTA phone-sized Whisper small.en fine-tune for English with Hebrew words, trained with FUTO's ACFT so it runs in FUTO Keyboard and FUTO Voice Input on Android.View model on Hugging FaceHugging FaceCollectionWhisper Hebrish (large-v3-turbo)danielrosehill/whisper-hebrish-691bc2624553319eb727c1dbFull fine-tune of Whisper large-v3-turbo for English with Hebrew words: where the Hebrish project started, with its demo Space and sentence data.View collection on Hugging Face
Key ASR Datasets
Training Data Hugging FaceDatasetTech Sentences For ASR Trainingdanielrosehill/Tech-Sentences-For-ASR-TrainingA dataset of technical sentences designed for training and evaluating speech recognition systems on technical vocabulary and terminology.View dataset on Hugging FaceHugging FaceDatasetHebrew-English Code-Switching Sentencesdanielrosehill/English-Hebrew-Mixed-SentencesSentences containing mixed Hebrew and English for training STT systems that handle code-switching common among English speakers in Israel.View dataset on Hugging Face
Speech Models
8 Models Hugging FaceModelGemma 3 270M ASR Paragraph Breaks ONNXdanielrosehill/Gemma-3-270M-ASR-Paragraph-Breaks-ONNXView model on Hugging FaceHugging FaceModelGemma 3 270M ASR Paragraph Breaksdanielrosehill/Gemma-3-270M-ASR-Paragraph-BreaksRead the model cardHugging FaceModelParakeet TDT 0.6B V2 English Hebrew Codeswitching GGUFdanielrosehill/Parakeet-TDT-0.6B-v2-English-Hebrew-Codeswitching-GGUFView model on Hugging FaceHugging FaceModelParakeet TDT 0.6B V2 English Hebrew Codeswitching ONNXdanielrosehill/Parakeet-TDT-0.6B-v2-English-Hebrew-Codeswitching-ONNXView model on Hugging FaceHugging FaceModelParakeet TDT 0.6B V2 English Hebrew Codeswitchingdanielrosehill/Parakeet-TDT-0.6B-v2-English-Hebrew-CodeswitchingView model on Hugging FaceHugging FaceModelVoice Note Intent Classifierdanielrosehill/Voice-Note-Intent-ClassifierView model on Hugging FaceHugging FaceModelHebrew Latin Token Classifierdanielrosehill/hebrew-latin-token-classifierView model on Hugging FaceHugging FaceModelWhisper Hebrishdanielrosehill/Whisper-HebrishView model on Hugging Face
ASR Datasets
29 Datasets Hugging FaceDatasetASR Paragraph Breaksdanielrosehill/ASR-Paragraph-BreaksASR Paragraph Breaks Hand-annotated paragraph breaks for flat speech-to-text output. ASR engines emit punctuated, cased text as one block. This dataset pairs that block (text)…View dataset on Hugging FaceHugging FaceDatasetHomophone Context Sentencesdanielrosehill/Homophone-Context-SentencesHomophone Context Sentences English sentences whose context settles which spelling of a homophone is meant (their/there, principal/principle, and 58 more sets), read aloud by…View dataset on Hugging FaceHugging FaceDatasetPersonal Vocabulary Sentencesdanielrosehill/Personal-Vocabulary-SentencesPersonal Vocabulary Sentences English sentences built around names a speech model gets wrong for one speaker: his own name, his company and his project names (Daniel Rosehill,…View dataset on Hugging FaceHugging FaceDatasetSmart Home Sentencesdanielrosehill/Smart-Home-SentencesSmart Home Sentences Dictation-style English sentences about home automation (Home Assistant, Zigbee, Z-Wave, Matter, Thread, ESPHome, MQTT and device brands), read aloud by…View dataset on Hugging FaceHugging FaceDatasetLinux Admin Sentencesdanielrosehill/Linux-Admin-SentencesLinux Admin Sentences Dictation-style English sentences about Linux desktop and server administration (KDE Plasma, GNOME, systemd, storage, networking, homelab), read aloud by…View dataset on Hugging FaceHugging FaceDatasetAI Interactions Sentencesdanielrosehill/AI-Interactions-SentencesAI Interactions Sentences Instructions dictated to AI coding agents (Claude Code, Codex and others) and the git and GitHub workflow around them, read aloud by one speaker:…View dataset on Hugging FaceHugging FaceDatasetAnnotated Voice Notesdanielrosehill/Annotated-Voice-NotesAnnotated Voice Notes A small, hand-picked set of real voice notes. It is kept small on purpose. Each note has its audio, a raw AssemblyAI transcript, and a written annotation…View dataset on Hugging FaceHugging FaceDatasetGeneral English Sentencesdanielrosehill/General-English-SentencesGeneral English Sentences Plain, everyday English sentences (emails, messages, general prose and homophone pairs) read aloud by one speaker, with no Hebrew or Yiddish words,…View dataset on Hugging FaceHugging FaceDatasetParakeet Dictation Cleanup Evaldanielrosehill/Parakeet-Dictation-Cleanup-EvalParakeet Dictation Cleanup Eval Status (2026-10-16): placeholder. No clips recorded yet. Evaluation only. Never train on this set. Planned contents: 40 spontaneous dictations…View dataset on Hugging FaceHugging FaceDatasetVoice Notesdanielrosehill/Voice-NotesVoice Notes (screened) Real voice-note transcripts from one person's Voicenotes export (April 2026), filtered for privacy, for evaluating Voice-Note-Intent-Classifier. How…View dataset on Hugging FaceHugging FaceDatasetTech Sentencesdanielrosehill/Tech-SentencesTech Sentences Dictation-style English sentences dense in software, DevOps, cloud, self-hosting and AI vocabulary (product names, CLI tools, acronyms, model names), read aloud…View dataset on Hugging FaceHugging FaceDatasetEnglish Hebrew Codeswitching Sentencesdanielrosehill/English-Hebrew-Codeswitching-SentencesEnglish-Hebrew Code-Switching Sentences English sentences with everyday Hebrew words and Israeli names written in Latin letters, read aloud by one English speaker living in…Read the dataset cardHugging FaceDatasetRead Aloud Voice Sentencesdanielrosehill/Read-Aloud-Voice-SentencesRead-Aloud Voice Sentences Read-aloud sentences from one speaker, recorded on a phone (OnePlus Nord 3 5G, internal microphone). Website: hebrish.app: get the Hebrish keyboard…Read the dataset cardHugging FaceDatasetNoisy Voice Notesdanielrosehill/Noisy-Voice-NotesNoisy Voice Notes A small, hand-curated set of real-world voice notes recorded over roughly a year by a single speaker (me — Daniel Rosehill), captured in everyday environments…View dataset on Hugging FaceHugging FaceDatasetPrompt Separationdanielrosehill/Prompt-SeparationVoice-typed podcast prompt transcripts decomposed into structured fields: discrete prompts (asks), a list of context chunks, and free-form host_notes. The dataset supports…View dataset on Hugging FaceHugging FaceDatasetAudio Understanding Bitrate Eval 0426danielrosehill/Audio-Understanding-Bitrate-Eval-0426Audio Understanding — MP3 Bitrate Evaluation (April 2026) Empirical eval measuring how MP3 compression bitrate affects transcription accuracy across every audio-input LLM…View dataset on Hugging FaceHugging FaceDatasetAudio Understanding Test Setdanielrosehill/Audio-Understanding-Test-SetAudio Understanding Test Set A structured dataset for evaluating audio understanding capabilities of multimodal AI models. Contains 137 test prompts across 22 categories,…View dataset on Hugging FaceHugging FaceDatasetTranscription Cleanup Trainerdanielrosehill/Transcription-Cleanup-TrainerA curated dataset for fine-tuning speech-to-text cleanup models to enhance transcript quality.View dataset on Hugging FaceHugging FaceDatasetSTT Fine Tune Eval 101225danielrosehill/STT-Fine-Tune-Eval-101225Evaluation results comparing fine-tuned Whisper models to stock Whisper inference across all model sizes.View dataset on Hugging FaceHugging FaceDatasetSmall STT Eval Audio Datasetdanielrosehill/Small-STT-Eval-Audio-DatasetA small speech-to-text evaluation dataset containing 92 audio samples designed for evaluating STT systems with technical vocabulary and code-switching.View dataset on Hugging FaceHugging FaceDatasetASR WPM And Background Noise Evaldanielrosehill/ASR-WPM-And-Background-Noise-EvalA dataset designed for evaluating the impact of various factors on the transcription accuracy of ASR systems, including Whisper.View dataset on Hugging FaceHugging FaceDatasetSample Voice Context Datadanielrosehill/Sample-Voice-Context-DataA synthetic dataset simulating job seeker narratives for testing voice-to-vector database RAG pipelines.View dataset on Hugging FaceHugging FaceDatasetTech Sentences For ASR Trainingdanielrosehill/Tech-Sentences-For-ASR-TrainingTechVoice Dataset Work in Progress – This dataset is actively being expanded with new recordings. Dataset Statistics Metric Current Target Progress Duration 38m 43s 5h 0m 0s…View dataset on Hugging FaceHugging FaceDatasetWhisper Fine Tune One Shot Evaldanielrosehill/Whisper-Fine-Tune-One-Shot-EvalWhisper Fine-Tuning Evaluation: Local vs Commercial ASR A "back of the envelope" evaluation comparing fine-tuned Whisper models running locally against commercial ASR APIs via…View dataset on Hugging FaceHugging FaceDatasetMultimodal Ai Taxonomydanielrosehill/multimodal-ai-taxonomyMultimodal AI Taxonomy A comprehensive, structured taxonomy for mapping multimodal AI model capabilities across input and output modalities. Dataset Description This dataset…View dataset on Hugging FaceHugging FaceDatasetLong Prompt Experimentdanielrosehill/Long-Prompt-ExperimentI conducted this experiment to investigate the impact of prompt structure and optimization on LLM performance, specifically testing whether quality and organization matter more…View dataset on Hugging FaceHugging FaceDatasetVoice Note Audiodanielrosehill/Voice-Note-AudioVoice Notes Dataset Dataset Description This dataset contains real-world voice recordings with transcripts and comprehensive annotations. Dataset Statistics Total Entries: 2…View dataset on Hugging FaceHugging FaceDatasetSTT Voice Notes Evalsdanielrosehill/STT-Voice-Notes-EvalsSTT Voice Note Evaluation Author: Daniel RosehillDate Created: August 11, 2025Purpose: Comparative evaluation of Speech-to-Text (STT) services for voice note transcription…View dataset on Hugging FaceHugging FaceDatasetSpeech To Text System Prompts 2danielrosehill/Speech-To-Text-System-Prompts-2Speech To Text System Prompt Library This repository provides a collection of system prompts designed to transform and refine text captured using speech-to-text technologies.…View dataset on Hugging Face
Voice Demos & Spaces
6 Spaces Hugging FaceSpaceEnglish Hebrew Codeswitching ASR Leaderboarddanielrosehill/English-Hebrew-Codeswitching-ASR-LeaderboardOpen the SpaceHugging FaceSpaceSingle Shot ASR Evaldanielrosehill/Single-Shot-ASR-EvalOpen the SpaceHugging FaceSpaceWhisper Hebrishdanielrosehill/Whisper-HebrishOpen the SpaceHugging FaceSpaceWhisper Fine Tune Evaldanielrosehill/Whisper-Fine-Tune-EvalOpen the SpaceHugging FaceSpaceSingle Podcast ASR Evaldanielrosehill/Single-Podcast-ASR-EvalOpen the SpaceHugging FaceSpaceInteresting Whisper Projectsdanielrosehill/Interesting-Whisper-ProjectsOpen the Space
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