## Basic tool info Model name: humeai/tada-3b-ml Model description: TADA is a unified speech-language model that synchronizes speech and text into a single, cohesive stream via 1:1 alignment. By leveraging a novel tokenizer and architectural design, TADA achieves high-fidelity synthesis and generation with a fraction of the computational overhead required by traditional models. Model cover: https://cdn.wiro.ai/uploads/models/humeai-tada-3b-ml-cover.webp Model categories: - persistent - text-to-speech - fast-inference - tool - voice-clone Model tags: - text-to-speech - transformers - english - dialogue Run Task Endpoint (POST): https://api.wiro.ai/v1/Run/humeai/tada-3b-ml Get Task Detail Endpoint (POST): https://api.wiro.ai/v1/Task/Detail ## Model Inputs: - name: prompt label: Prompt help: The text to synthesize into speech. type: textarea default: Gathering simple pantry staples like flour, eggs, and butter allows you to whisk together a comforting, everyday treat. Carefully baking the smooth batter fills your home with a warm, inviting aroma before yielding a beautifully tender crumb. - name: language label: Language help: Language code for the multilingual aligner. type: select default: options: - value: "" label: English - value: "ar" label: Arabic - value: "ch" label: Chinese - value: "de" label: German - value: "es" label: Spanish - value: "fr" label: French - value: "it" label: Italian - value: "ja" label: Japanese - value: "pl" label: Polish - value: "pt" label: Portuguese - name: inputAudio label: Reference Audio help: Reference audio file for voice cloning. TADA requires a reference voice prompt for generation — this parameter is effectively required. 10-30 seconds recommended. type: combinefileinput default: fishaudio-s2-pro-input.mp3 - name: referenceText label: Reference Text help: Transcription of the reference audio. Strongly recommended for accurate alignment; required for non-English languages since the built-in ASR is English-only. type: textarea default: Going along slushy country roads and speaking to damp audiences in draughty schoolrooms day after day for a fortnight, he'll have to put in an appearance at some place of worship on Sunday morning, and he can come to us immediately afterwards. - name: saveEmbeddingSpeaker label: Save Embedding Speaker help: When true, saves the encoded reference audio prompt as a .pt file in the output directory. This allows reusing the same voice without re-running the encoder on subsequent requests. type: select default: false options: - value: "true" label: True - value: "false" label: False - name: inputEmbeddingSpeaker label: Embedding Speaker help: Pre-computed speaker embedding .pt file. When provided, skips the encoder entirely and loads the pre-encoded prompt directly. type: combinefileinput default: - name: maxExtraSteps label: Max Extra Steps help: Number of extra autoregressive steps for speech continuation beyond the input text. Set to 0 to disable; use 50-100 to extend/continue the prompt audio. type: number default: 0 - name: flowMatchingSteps label: Flow Matching Steps help: Number of ODE discretization steps for the flow matching decoder. Lower = faster but slightly lower quality. type: number default: 10 - name: seed label: Seed help: Random seed for reproducible generation. type: text default: 0 ## Integration Header Prepare ```bash # Sign up Wiro dashboard and create project export YOUR_API_KEY="{{useSelectedProjectAPIKey}}"; export YOUR_API_SECRET="XXXXXXXXX"; # unix time or any random integer value export NONCE=$(date +%s); # hmac-SHA256 (YOUR_API_SECRET+Nonce) with YOUR_API_KEY export SIGNATURE="$(echo -n "${YOUR_API_SECRET}${NONCE}" | openssl dgst -sha256 -hmac "${YOUR_API_KEY}")"; ``` ## Run Command - Make HTTP Post Request ```bash curl -X POST "https://api.wiro.ai/v1/Run/humeai/tada-3b-ml" -H "Content-Type: multipart/form-data" -H "x-api-key: ${YOUR_API_KEY}" -H "x-nonce: ${NONCE}" -H "x-signature: ${SIGNATURE}" -d '{ "prompt": "Gathering simple pantry staples like flour, eggs, and butter allows you to whisk together a comforting, everyday treat. Carefully baking the smooth batter fills your home with a warm, inviting aroma before yielding a beautifully tender crumb.", "language": "", "inputAudio": "fishaudio-s2-pro-input.mp3", "referenceText": "Going along slushy country roads and speaking to damp audiences in draughty schoolrooms day after day for a fortnight, he'll have to put in an appearance at some place of worship on Sunday morning, and he can come to us immediately afterwards.", "saveEmbeddingSpeaker": "false", "inputEmbeddingSpeaker": "", "maxExtraSteps": 0, "flowMatchingSteps": 10, "seed": "0", "callbackUrl": "You can provide a callback URL; Wiro will send a POST request to it when the task is completed." }'; ``` ## Run Command - Response ```json { "errors": [], "taskid": "2221", "socketaccesstoken": "eDcCm5yyUfIvMFspTwww49OUfgXkQt", "result": true } ``` ## Get Task Detail - Make HTTP Post Request with Task ID ```bash curl -X POST "https://api.wiro.ai/v1/Task/Detail" -H "Content-Type: multipart/form-data" -H "x-api-key: ${YOUR_API_KEY}" -H "x-nonce: ${NONCE}" -H "x-signature: ${SIGNATURE}" -d '{ "taskid": "2221" }'; ``` ## Get Task Detail - Make HTTP Post Request with Socket Access Token ```bash curl -X POST "https://api.wiro.ai/v1/Task/Detail" -H "Content-Type: multipart/form-data" -H "x-api-key: ${YOUR_API_KEY}" -H "x-nonce: ${NONCE}" -H "x-signature: ${SIGNATURE}" -d '{ "tasktoken": "eDcCm5yyUfIvMFspTwww49OUfgXkQt" }'; ``` ## Get Task Detail - Response ```json { "total": "1", "errors": [], "tasklist": [ { "id": "2221", "uuid": "15bce51f-442f-4f44-a71d-13c6374a62bd", "socketaccesstoken": "eDcCm5yyUfIvMFspTwww49OUfgXkQt", "parameters": {}, "debugoutput": "", "debugerror": "", "starttime": "1734513809", "endtime": "1734513813", "elapsedseconds": "6.0000", "status": "task_postprocess_end", "createtime": "1734513807", "canceltime": "0", "assigntime": "1734513807", "accepttime": "1734513807", "preprocessstarttime": "1734513807", "preprocessendtime": "1734513807", "postprocessstarttime": "1734513813", "postprocessendtime": "1734513814", "outputs": [ { "id": "6bc392c93856dfce3a7d1b4261e15af3", "name": "0.png", "contenttype": "image/png", "parentid": "6c1833f39da71e6175bf292b18779baf", "uuid": "15bce51f-442f-4f44-a71d-13c6374a62bd", "size": "202472", "addedtime": "1734513812", "modifiedtime": "1734513812", "accesskey": "dFKlMApaSgMeHKsJyaDeKrefcHahUK", "url": "https://cdn1.wiro.ai/6a6af820-c5050aee-40bd7b83-a2e186c6-7f61f7da-3894e49c-fc0eeb66-9b500fe2/0.png" } ], "size": "202472" } ], "result": true } ``` ## Kill Task - Make HTTP Post Request with Task ID ```bash curl -X POST "https://api.wiro.ai/v1/Task/Kill" -H "Content-Type: multipart/form-data" -H "x-api-key: ${YOUR_API_KEY}" -H "x-nonce: ${NONCE}" -H "x-signature: ${SIGNATURE}" -d '{ "taskid": "534574" }'; ``` ## Kill Task - Make HTTP Post Request with Socket Access Token ```bash curl -X POST "https://api.wiro.ai/v1/Task/Kill" -H "Content-Type: multipart/form-data" -H "x-api-key: ${YOUR_API_KEY}" -H "x-nonce: ${NONCE}" -H "x-signature: ${SIGNATURE}" -d '{ "socketaccesstoken": "ZpYote30on42O4jjHXNiKmrWAZqbRE" }'; ``` ## Kill Task - Response ```json { "errors": [], "tasklist": [ { "id": "534574", "uuid": "15bce51f-442f-4f44-a71d-13c6374a62bd", "name": "", "socketaccesstoken": "ZpYote30on42O4jjHXNiKmrWAZqbRE", "parameters": { "inputImage": "https://api.wiro.ai/v1/File/mCmUXgZLG1FNjjjwmbtPFr2LVJA112/inputImage-6060136.png" }, "debugoutput": "", "debugerror": "", "starttime": "1734513809", "endtime": "1734513813", "elapsedseconds": "6.0000", "status": "task_cancel", "cps": "0.000585000000", "totalcost": "0.003510000000", "guestid": null, "projectid": "699", "modelid": "598", "description": "", "basemodelid": "0", "runtype": "model", "modelfolderid": "", "modelfileid": "", "callbackurl": "", "marketplaceid": null, "createtime": "1734513807", "canceltime": "0", "assigntime": "1734513807", "accepttime": "1734513807", "preprocessstarttime": "1734513807", "preprocessendtime": "1734513807", "postprocessstarttime": "1734513813", "postprocessendtime": "1734513814", "pexit": "0", "categories": "["tool","image-to-image","quick-showcase","compare-landscape"]", "outputs": [ { "id": "6bc392c93856dfce3a7d1b4261e15af3", "name": "0.png", "contenttype": "image/png", "parentid": "6c1833f39da71e6175bf292b18779baf", "uuid": "15bce51f-442f-4f44-a71d-13c6374a62bd", "size": "202472", "addedtime": "1734513812", "modifiedtime": "1734513812", "accesskey": "dFKlMApaSgMeHKsJyaDeKrefcHahUK", "foldercount": "0", "filecount": "0", "ispublic": 0, "expiretime": null, "url": "https://cdn1.wiro.ai/6a6af820-c5050aee-40bd7b83-a2e186c6-7f61f7da-3894e49c-fc0eeb66-9b500fe2/0.png" } ], "size": "202472" } ], "result": true } ``` ## Cancel Task - Make HTTP Post Request (For tasks on queue) ```bash curl -X POST "https://api.wiro.ai/v1/Task/Cancel" -H "Content-Type: multipart/form-data" -H "x-api-key: ${YOUR_API_KEY}" -H "x-nonce: ${NONCE}" -H "x-signature: ${SIGNATURE}" -d '{ "taskid": "634574" }'; ``` ## Cancel Task - Response ```json { "errors": [], "tasklist": [ { "id": "634574", "uuid": "15bce51f-442f-4f44-a71d-13c6374a62bd", "name": "", "socketaccesstoken": "ZpYote30on42O4jjHXNiKmrWAZqbRE", "parameters": { "inputImage": "https://api.wiro.ai/v1/File/mCmUXgZLG1FNjjjwmbtPFr2LVJA112/inputImage-6060136.png" }, "debugoutput": "", "debugerror": "", "starttime": "1734513809", "endtime": "1734513813", "elapsedseconds": "6.0000", "status": "task_cancel", "cps": "0.000585000000", "totalcost": "0.003510000000", "guestid": null, "projectid": "699", "modelid": "598", "description": "", "basemodelid": "0", "runtype": "model", "modelfolderid": "", "modelfileid": "", "callbackurl": "", "marketplaceid": null, "createtime": "1734513807", "canceltime": "0", "assigntime": "1734513807", "accepttime": "1734513807", "preprocessstarttime": "1734513807", "preprocessendtime": "1734513807", "postprocessstarttime": "1734513813", "postprocessendtime": "1734513814", "pexit": "0", "categories": "["tool","image-to-image","quick-showcase","compare-landscape"]", "outputs": [ { "id": "6bc392c93856dfce3a7d1b4261e15af3", "name": "0.png", "contenttype": "image/png", "parentid": "6c1833f39da71e6175bf292b18779baf", "uuid": "15bce51f-442f-4f44-a71d-13c6374a62bd", "size": "202472", "addedtime": "1734513812", "modifiedtime": "1734513812", "accesskey": "dFKlMApaSgMeHKsJyaDeKrefcHahUK", "foldercount": "0", "filecount": "0", "ispublic": 0, "expiretime": null, "url": "https://cdn1.wiro.ai/6a6af820-c5050aee-40bd7b83-a2e186c6-7f61f7da-3894e49c-fc0eeb66-9b500fe2/0.png" } ], "size": "202472" } ], "result": true } ``` ## Task Status Information This section defines the possible task status values returned by the API when polling for task completion. ### Completed Task Statuses (Polling can stop) These indicate that the task has reached a terminal state — either success or failure. Once any of these is received, polling should stop. - task_postprocess_end : Task completed successfully and post-processing is done. - task_cancel : Task was cancelled by the user or system. ### Running Task Statuses (Continue polling) These statuses indicate that the task is still in progress. Polling should continue if one of these is returned. - task_queue : Task is waiting in the queue. - task_accept : Task has been accepted for processing. - task_assign : Task is being assigned to a worker. - task_preprocess_start : Preprocessing is starting. - task_preprocess_end : Preprocessing is complete. - task_start : Task execution has started. - task_output : Output is being generated.