datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
one-shot-hip-hop-drumsWhisper-Fine-Tune-One-Shot-Eval
Whisper 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 Eden AI.
The Question
Can fine-tuning Whisper achieve measurable WER reductions, even when comparing local inference against cloud-based commercial models?
TL;DR
Yes. Fine-tuned Whisper Large Turbo running locally achieved 5.84% WER, beating the best commercial API (Assembly at… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Whisper-Fine-Tune-One-Shot-Eval.cartesia-sonic-preview-ztts1-zero-shot-sample
Cartesia Sonic on ZTTS1 zero-shot — sample with reference audio
100 utterances per language (700 rows) from the
zero-shot subsets of ZTTS1-Eval, synthesized with Cartesia Sonic (preview) in
voice-cloning mode.
Unlike the full set, every row carries the reference recording as well as the
synthesized clip, so a take can be compared against the voice it was cloning
without checking out the benchmark.
Columns
column
meaning
audio
the clip the model produced… See the full description on the dataset page: https://huggingface.co/datasets/jaeyong2/cartesia-sonic-preview-ztts1-zero-shot-sample.Shot2Story20K_testshotokantest_zero_shot_datacartesia-sonic-preview-ztts1-zero-shot
Cartesia sonic-preview — ZTTS1-Eval zero-shot synthesis + scores
Zero-shot voice-cloning TTS on the ZTTS1-Eval benchmark (Zyphra, FLEURS-R
based), now at full scale: 7 languages x 500 utterances = 3,500 per engine,
five engines side by side:
engine
mode
model
Cartesia
zero-shot clone
sonic-preview (Sonic-3.6 beta at generation time)
ElevenLabs
zero-shot clone (IVC)
eleven_v3
Qwen3-TTS Base
zero-shot clone
Qwen/Qwen3-TTS-12Hz-1.7B-Base (self-hosted, vLLM-Omni)… See the full description on the dataset page: https://huggingface.co/datasets/jaeyong2/cartesia-sonic-preview-ztts1-zero-shot.shotakun-kikkake