datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
translated-german-english-asr
Translated German-English ASR Dataset
A large-scale, multi-source German speech dataset with paired English translations, designed for training and evaluating German Automatic Speech Recognition (ASR), Speech Translation, and Text-to-Speech (TTS) systems. This dataset is a curated mixture of well-established open-source German and multilingual speech corpora, all unified under a common schema with German audio, original German transcriptions, and English translations.… See the full description on the dataset page: https://huggingface.co/datasets/aman4014/translated-german-english-asr.german-canary-asr-0324
Dataset Beschreibung
Allgemeine Informationen
Dieser Datensatz ist eine Kombination aus drei verschiedenen Quellen für die deutsche Sprache: Commonvoice 16.1, Voxpopuli und Multilingual librispeech. Die Daten wurden gefiltert, normalisiert und grammatikalisch korrigiert.
Die drei Datensätze wurden erneut transkribiert und mit den entsprechenden Audio-Daten abgeglichen, um genaue Transkriptionen zu erhalten. Anschließend wurde ein Abgleich mit den Originaltranskripten… See the full description on the dataset page: https://huggingface.co/datasets/flozi00/german-canary-asr-0324.german-asr-mixed-whisper
Dataset Card
Dataset Sources and Licensing
This dataset is a mixture of several German and multilingual speech datasets. For each dataset, the license of the original author applies. Please consult the linked sources for detailed licensing information and terms of use.
Dataset Name
Original Source / Author
Link
TUDA-De German Speech Corpus
LT Group at UHH / TU Darmstadt
https://huggingface.co/datasets/uhhlt/Tuda-De
Mozilla Common Voice
Mozilla Foundation… See the full description on the dataset page: https://huggingface.co/datasets/fosple/german-asr-mixed-whisper.TTS-German
TTS-German
High-quality German speech dataset for TTS and ASR, derived from CML-TTS German.
Processing Pipeline
Standardize → 24kHz mono WAV, loudness normalize
Transcribe → WhisperX word-level timestamps
Segment → ≤12s at word boundaries
Denoise → DeepFilterNet
Quality filter → DNSMOS ≥ 2.5
G2P → IPA phonemes (custom dictionary)
Statistics
Metric
Value
Samples
670,509
Hours
1250h
Sample rate
24kHz mono
Max duration
12s
Schema… See the full description on the dataset page: https://huggingface.co/datasets/datadriven-company/TTS-German.asr-german-mixed
Dataset Beschreibung
Allgemeine Informationen
Dieser Datensatz ist eine Kombination aus drei verschiedenen Quellen für die deutsche Sprache: Commonvoice 17.0 und Multilingual librispeech. Die Daten wurden gefiltert, normalisiert und grammatikalisch korrigiert.
Die drei Datensätze wurden erneut transkribiert und mit den entsprechenden Audio-Daten abgeglichen, um genaue Transkriptionen zu erhalten. Anschließend wurde ein Abgleich mit den Originaltranskripten durchgeführt… See the full description on the dataset page: https://huggingface.co/datasets/flozi00/asr-german-mixed.german-asr-mixed-whisper
Dataset Card
Dataset Sources and Licensing
This dataset is a mixture of several German and multilingual speech datasets. For each dataset, the license of the original author applies. Please consult the linked sources for detailed licensing information and terms of use.
Dataset Name
Original Source / Author
Link
TUDA-De German Speech Corpus
LT Group at UHH / TU Darmstadt
https://huggingface.co/datasets/uhhlt/Tuda-De
Mozilla Common Voice
Mozilla Foundation… See the full description on the dataset page: https://huggingface.co/datasets/flozi00/german-asr-mixed-whisper.german-golden-audio_speech-IPA
🌟 German Golden Speech & IPA Corpus (FLEURS + Multilingual TEDx)
An ultra-clean, high-standard curated German speech dataset combining Google FLEURS (de_de) and Multilingual TEDx German (mTEDx), fully embedded with 16kHz WAV audio bytes, normalized orthographic text, and pre-computed International Phonetic Alphabet (IPA) transcriptions.
📊 Dataset Summary
Total Samples: 1,354 high-quality audio recordings.
Total Size: ~419 MB (Compressed Parquet format).
Audio… See the full description on the dataset page: https://huggingface.co/datasets/q1805/german-golden-audio_speech-IPA.swiss-german-city-sentences_v2
Swiss German City Sentences v2
Synthetic Swiss German speech dataset with city name sentences across multiple dialects.
ASR-GERMAN-MIXED-TEST
Dataset Beschreibung
Dieser Datensatz und die Beschreibung wurde von flozi00/asr-german-mixed übernommen und nur der Test-Split hier hochgeladen, da Hugging Face native erst einmal alle Splits herunterlädt. Für eine Evaluation von Speech-to-Text Modellen ist ein Download von 136 GB allerdings etwas zeit- & speicherraubend, weshalb wir hier nur den Test-Split für Evaluationen anbieten möchten. Die Arbeit und die Anerkennung sollten deshalb weiter bei primeline & flozi00 für die… See the full description on the dataset page: https://huggingface.co/datasets/avemio/ASR-GERMAN-MIXED-TEST.disfluency_speech_german
Nyra Disfluency Speech German
nyrahealth/disfluency_speech_german is a German speech dataset for evaluating verbatim ASR: models that should transcribe not only the intended words, but also fillers, cutoffs, repetitions, and sound events.
This dataset was recorded in-house by two Nyra researchers, Berns and Laurin, with the goal of producing natural disfluent German speech similar in spirit to the English AMAAI Lab DisfluencySpeech dataset.
Like the English release, it is… See the full description on the dataset page: https://huggingface.co/datasets/nyralabs/disfluency_speech_german.human-robot-conversation-german
Human-Robot Dataset
The dataset comprises 660+ hours of audio recordings across 20,000+ files for human-robot interactions in the German language. It captures authentic dialogues between humans and artificial conversational agents, specifically designed for training language models and advancing speech recognition systems.
By utilizing this dataset, researchers and developers can advance their understanding and capabilities in speech recognition, natural language processing, and… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/human-robot-conversation-german.german-pronuncheck-mega-dataset
German PronunCheck Mega Dataset 🇩🇪
Dataset Summary
This is a highly curated, 123GB+ mega-dataset designed specifically for training and fine-tuning German Automatic Speech Recognition (ASR) and Computer-Assisted Pronunciation Training (CAPT) models, such as HuBERT and Wav2Vec2.
Composition
This dataset is a clean concatenation of three distinct open-source datasets:
Mozilla Common Voice 26.0 (German): Standard scripted crowdsourced speech.… See the full description on the dataset page: https://huggingface.co/datasets/q1805/german-pronuncheck-mega-dataset.German_Call_Center_Audio_Dataset_Dual_ChannelDataset Description:
This dataset is a large-scale collection of 212 hours of processed German (DE) dual-channel call center audio recordings, containing 3,569,083 hours of processed call center audio recordings across 54 languages, designed to support the development and training of advanced speech AI and conversational AI systems.
It consists of real-world customer and agent speech recordings collected from call center environments. The dataset is organized in a dual-channel format, where… See the full description on the dataset page: https://huggingface.co/datasets/InfoBayAI/German_Call_Center_Audio_Dataset_Dual_Channel.German-Speech-Dataset
🎧 German Speech Dataset
The German Speech Dataset is a high-quality speech audio dataset designed to provide structured and scalable audio data for advanced AI and machine learning systems. It includes 142 hours of audio data across 768 files, delivered in MP3 and WAV formats, with a total size of 327 MB. This carefully curated audio dataset ensures diverse and representative voice data, with 53% male and 47% female speakers, and a balanced age distribution ranging from 18 to 50+… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/German-Speech-Dataset.german-speech-recognition-dataset
German Speech Dataset for recognition task
Dataset comprises 431 hours of telephone dialogues in German, collected from 590+ native speakers across various topics and domains, achieving an impressive 95% sentence accuracy rate. It is designed for research in automatic speech recognition (ASR) systems.
By utilizing this dataset, researchers and developers can advance their understanding and capabilities in transcribing audio, and natural language processing (NLP). - Get the data… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/german-speech-recognition-dataset.german-speech-recognition-dataset
German Telephone Dialogues Dataset - 431 Hours
Dataset comprises 431 hours of high-quality audio recordings from 590+ native German speakers, featuring telephone dialogues across diverse topics and domains. With a 95% sentence accuracy rate, this essential dataset is ideal for training and evaluating German speech recognition systems. - Get the data
Dataset characteristics:
Characteristic
Data
Description
Audio of telephone dialogues in German for training… See the full description on the dataset page: https://huggingface.co/datasets/ud-nlp/german-speech-recognition-dataset.German-Call-Center-Audio-Dataset-Single-ChannelDataset Description:
This dataset is a large-scale collection of 212 hours of processed German (DE) single-channel call center audio recordings, containing 3,569,083 hours of processed call center audio recordings across 54 languages, designed to support the development and training of advanced speech AI and conversational AI systems.
The dataset captures authentic speech characteristics such as tone variation, pauses, silence patterns, and natural speaking behaviour commonly observed in… See the full description on the dataset page: https://huggingface.co/datasets/InfoBayAI/German-Call-Center-Audio-Dataset-Single-Channel.human-robot-conversation-german
Human-Robot Conversation Dataset (German) - 660+ Hours
Dataset (German) contains 660+ hours of audio featuring dialogues between AI and a human in German across 20,000 recordings. The dataset supports conversational AI, speech recognition, and human-robot interaction research, with short M4A audio files (up to 2 minutes) and structured metadata for model training. - Get the data
Dataset characteristics:
Characteristic
Data
Description
Audio of dialogues between AI… See the full description on the dataset page: https://huggingface.co/datasets/ud-nlp/human-robot-conversation-german.YodaLingua-German
YodaLingua-German
YodaLingua is a high-quality speech dataset designed for training text-to-speech (TTS) systems, ASR models, and any application requiring clean, well-aligned audio–text pairs.This release contains the German portion of the multilingual YodaLingua collection.
🧾 Dataset Overview
Property
Value
Total clips
59,111 audio–transcription pairs
Total duration
175.2 hours
Speakers
2,491 distinct speakers
Audio format
MP3 • mono • 24 kHz • 16-bit… See the full description on the dataset page: https://huggingface.co/datasets/Thomcles/YodaLingua-German.