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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01vikkyblacq /kare-codeswitch-samples Kare — Code-Switching Illustrative Samples Eight short audio clips demonstrating the English/Yoruba/Hausa/Igbo/Pidgin code-switching that Kare, a voice-first AI health assistant for Nigeria, is built to understand — submitted as part of Kare's entry to the Sahara CodeSwitch Africa Challenge. What this is — and isn't Is: eight original sentences, written by the Kare team specifically for this demonstration, mixing everyday Yoruba / Hausa / Igbo / Nigerian Pidgin… See the full description on the dataset page: https://huggingface.co/datasets/vikkyblacq/kare-codeswitch-samples.audioautomatic-speech-recognitionn<1K0 likes69 downloads25d agoHugging Face02Sin2pi /JA_audio_JA_text_180k_samples-Noise and silence have been removed from the begining and end of each sample. -Unnecessary and inaccurate punctuation have been removed. -Text has been normalized. Normalization is based on the neologd's rules: https://github.com/neologd/mecab-ipadic-neologd/wiki/Regexp.ja. audioautomatic-speech-recognition100K<n<1M9 likes54 downloads9mo agoHugging Face03bhaskarvilles /clinical-speech-samples 🏥 Clinical Speech Samples Dataset High-Quality Clinical Audio Dataset for Medical AI Research Curated dataset for training and evaluating clinical speech processing models 📖 Dataset Description This dataset contains de-identified clinical audio samples for research and development of medical speech processing systems. It's designed to support training and evaluation of: 🎤 Speech enhancement in clinical settings 🔊 Audio source separation for medical… See the full description on the dataset page: https://huggingface.co/datasets/bhaskarvilles/clinical-speech-samples.automatic-speech-recognition1K<n<10K0 likes43 downloads3mo agoHugging Face04Luel-ai /luel-multilingual-tts-samplesgated Multilingual TTS Samples (Luel) License: All Rights Reserved. Proprietary. Access only for authorized parties; no redistribution or use without permission. See LICENSE. A multilingual text-to-speech / read-speech dataset of short scripted utterances across 7 languages. Each sample is a single-speaker recording of a written prompt, paired with rich speaker and recording metadata. Useful for TTS training and evaluation, ASR adaptation, dialect/accent studies, and read-speech… See the full description on the dataset page: https://huggingface.co/datasets/Luel-ai/luel-multilingual-tts-samples.audiotext-to-speechn<1K0 likes42 downloads5mo agoHugging Face05BrunoHays /muscat-merged-samples MUSCAT — Merged Long-Form Samples This dataset is a merged, long-form reformatting of goodpiku/muscat-eval (MUSCAT: A Multi-Device Dataset for Code-Switching ASR and Segmentation Evaluation). The original MUSCAT release stores each conversation as many short, single-language segments. Here those segments are concatenated back into one continuous recording per conversation, so each row is a single long-form code-switching audio with inline language/timing markers. The layout… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/muscat-merged-samples.audioautomatic-speech-recognitionn<1K0 likes30 downloads1mo agoHugging Face06psdn-ai /mandarin-speech-samplesgated Mandarin Speech Samples This sample shows Mandarin Chinese speech with clip-level metadata and preview transcripts. It is meant to help buyers review language fit, recording quality, and sample structure before scoping a larger delivery. What This Shows Mandarin speech audio with consistent metadata Clip-level transcript fields for content review Language and format signals for procurement review Dataset Specifications Field Value… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/mandarin-speech-samples.audioautomatic-speech-recognitionn<1K0 likes28 downloads3mo agoHugging Face07BrunoHays /english-x-code-switching-samples Synthetic English Code-Switching Evaluation Set Samples This dataset contains the individual normalized utterance chunks used to build the paired mixed dataset. Each mixed sample combines English with exactly one additional language. Durations are randomly drawn between 5 and 15 minutes, and each sample contains one or two code switches. The random seed is stored per row. Each selected utterance chunk is RMS-normalized to -20.0 dBFS before concatenation, with peak limiting at 0.99.… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/english-x-code-switching-samples.audioautomatic-speech-recognition10K<n<100K0 likes25 downloads5mo agoHugging Face08psdn-ai /bengali-multi-speaker-speech-samplesgated Bengali Speech: Multi-Speaker Samples This sample shows Bengali multi-speaker speech with aligned ground-truth transcripts. It is meant to help buyers review conversational structure, speaker overlap, transcript quality, and audio consistency before scoping a larger delivery. What This Shows Multi-speaker Bengali speech with transcript alignment Conversation-style audio rather than isolated prompt reading Metadata that distinguishes language, format, and speaker… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/bengali-multi-speaker-speech-samples.audioautomatic-speech-recognitionn<1K0 likes21 downloads3mo agoHugging Face09psdn-ai /korean-speech-samplesgated Korean Speech Samples This sample shows Korean contributor speech in a consistent audio format. It is meant to help buyers review recording quality, language coverage, and metadata structure before scoping a larger delivery. What This Shows Korean speech recordings from contributor collection workflows Clip-level metadata for format and review context Ground-truth transcripts for understanding sample content Dataset Specifications Field… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/korean-speech-samples.audioautomatic-speech-recognitionn<1K0 likes19 downloads3mo agoHugging Face10psdn-ai /french-speech-samplesgated French Speech Samples This sample shows French contributor speech paired with source transcripts. It is meant to help buyers review recording quality, transcript alignment, and metadata structure before scoping a larger delivery. What This Shows French single-speaker recordings Transcript alignment from the source dataset Clip-level metadata for format and review context Dataset Specifications Field Value Modality Audio Language… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/french-speech-samples.audioautomatic-speech-recognitionn<1K0 likes19 downloads3mo agoHugging Face11psdn-ai /telugu-speech-samplesgated Telugu Speech Samples This sample shows Telugu speech with ground-truth transcripts and consistent audio metadata. It is meant to help buyers review language fit, transcript quality, and capture format before scoping a larger delivery. What This Shows Telugu speech recordings with paired transcripts Ground-truth labels at the clip level Format metadata for review and delivery planning Dataset Specifications Field Value Modality Audio… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/telugu-speech-samples.audioautomatic-speech-recognitionn<1K0 likes17 downloads3mo agoHugging Face12psdn-ai /cantonese-speech-samplesgated Cantonese Speech Samples This sample shows Cantonese speech with native transcript metadata. It is meant to help buyers review dialect fit, recording quality, and sample structure before requesting broader coverage. What This Shows Cantonese speech audio with paired transcript metadata Language-specific metadata for review and delivery planning A compact preview of the available sample structure Dataset Specifications Field Value… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/cantonese-speech-samples.audioautomatic-speech-recognitionn<1K0 likes17 downloads3mo agoHugging Face13psdn-ai /tamil-speech-samplesgated Tamil Speech Samples This sample shows Tamil speech with ground-truth transcripts and consistent audio metadata. It is meant to help buyers review language fit, transcript quality, and capture format before scoping a larger delivery. What This Shows Tamil speech recordings with paired transcripts Ground-truth labels at the clip level Format metadata for review and delivery planning Dataset Specifications Field Value Modality Audio… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/tamil-speech-samples.audioautomatic-speech-recognitionn<1K0 likes15 downloads3mo agoHugging Face14BrunoHays /english-en-x-code-switching-main-lang-samples English EN-X Code-Switching Main-Language Samples This dataset contains the individual full FLEURS utterance chunks used to build the paired mixed dataset. Source data is google/fleurs at revision refs/convert/parquet, split test, resampled to 16000 Hz. The generator uses seed 42 and creates 50 mixed samples. Each mixed sample contains English and exactly one of Spanish, Portuguese, French, German, or Italian, sampled uniformly. Each selected utterance is RMS-normalized to -20.0… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/english-en-x-code-switching-main-lang-samples.audioautomatic-speech-recognition1K<n<10K0 likes14 downloads5mo agoHugging Face15BrunoHays /english-en-x-code-switching-main-lang-samples-merged English EN-X Code-Switching Main-Language Merged Samples This dataset contains contiguous same-language segments from the paired mixed dataset. Source data is google/fleurs at revision refs/convert/parquet, split test, resampled to 16000 Hz. The generator uses seed 42 and creates 50 mixed samples. Each mixed sample contains English and exactly one of Spanish, Portuguese, French, German, or Italian, sampled uniformly. Each selected utterance is RMS-normalized to -20.0 dBFS before… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/english-en-x-code-switching-main-lang-samples-merged.audioautomatic-speech-recognitionn<1K0 likes14 downloads5mo agoHugging Face16psdn-ai /hindi-speech-samplesgated Hindi Speech Samples This sample shows Hindi contributor speech paired with validated text. It is meant to help buyers review spoken content, transcript alignment, and audio format consistency before scoping a larger delivery. What This Shows Single-speaker Hindi recordings from contributor collection workflows Ground-truth transcript alignment at the clip level Audio metadata suitable for evaluating format and capture consistency Dataset… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/hindi-speech-samples.audioautomatic-speech-recognitionn<1K0 likes14 downloads3mo agoHugging Face17psdn-ai /henan-speech-samplesgated Henan Speech Samples This sample shows Henan Chinese speech with native transcript metadata. It is meant to help buyers review regional speech fit, recording quality, and sample structure before requesting broader coverage. What This Shows Henan Chinese speech audio with paired transcript metadata Regional language metadata for review and delivery planning A compact preview of the available sample structure Dataset Specifications Field Value… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/henan-speech-samples.audioautomatic-speech-recognitionn<1K0 likes12 downloads3mo agoHugging Face18psdn-ai /urdu-speech-samplesgated Urdu Speech Samples This sample shows Urdu speech with transcript alignment and simple audio metadata. It is meant to help buyers review language fit and capture quality before requesting a larger sample or production delivery. What This Shows Urdu speech audio with paired text A compact view of transcript and metadata structure Audio format signals for procurement review Dataset Specifications Field Value Modality Audio Language Urdu… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/urdu-speech-samples.audioautomatic-speech-recognitionn<1K0 likes12 downloads3mo agoHugging Face19psdn-ai /spanish-speech-samplesgated Spanish Speech Samples This sample shows Spanish contributor speech in a consistent audio format. It is meant to help buyers review recording quality, language coverage, and metadata structure before scoping a larger delivery. What This Shows Spanish speech samples with clip-level review metadata Clip-level metadata for format and review context Ground-truth transcripts for understanding sample content Dataset Specifications Field Value… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/spanish-speech-samples.audioautomatic-speech-recognitionn<1K0 likes11 downloads3mo agoHugging Face20psdn-ai /bengali-speech-samplesgated Bengali Speech Samples This sample shows Bengali read and conversational speech with paired transcripts. It is meant to help buyers review spoken content, transcript alignment, and audio consistency before scoping a larger delivery. What This Shows Bengali speech across read and conversational styles Clip-level transcript alignment Audio metadata that supports format and quality review Dataset Specifications Field Value Modality Audio… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/bengali-speech-samples.audioautomatic-speech-recognitionn<1K0 likes9 downloads3mo agoHugging Face21french-datasets /Unique007_french_phone_1421_samples_16khzCe répertoire est vide, il a été créé pour améliorer le référencement du jeu de données Unique007/french_phone_1421_samples_16khz. automatic-speech-recognition0 likes8 downloads1y agoHugging Face22iioos /speech-transcription-samples Speech Transcription Samples Dataset Synthetic speech-to-text transcription samples for ASR research. automatic-speech-recognition0 likes5 downloads9mo agoHugging Face

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