Bug 1964665 - Add a perftest for speecht5-tts r=firefox-ai-ml-reviewers,sparky,perftest-reviewers,tarek

This patch adds a perftest for the OONX speecht5-tts q8 quantized model as part of our ongoing exploration and benchmarking of TTS tasks for transform media type project. The goals are 1) add the first perftest for speech-to-text task as reference for future tests; 2) benchmark core performance metrics like latency and memory usage to assess realistic inference conditions (note that streaming audio output is not yet tested. This helps establish a baseline for comparing candidate TTS models (as well as different quantization levels) for future integration decisions. The test runs directly in transformers.js without any modification to the pipeline.

Differential Revision: https://phabricator.services.mozilla.com/D248133

python/mozperftest/perfdocs/config.yml

@@ -66,6 +66,7 @@ suites:
             "ML Smart Tab Clustering": ""
             "browser_ml_smart_tab_perf.js": ""
             "browser_ml_llama_summarizer_perf.js": ""
+            "ML Speech T5 TTS": ""
 
     intl/benchmarks/test/xpcshell:
         description: "Performance tests running through XPCShell for Intl code"

taskcluster/kinds/fetch/onnxruntime-web-fetch.yml

@@ -98,3 +98,30 @@ smollm2-360-instruct-gguf:
         revision: 593b5a2e04c8f3e4ee880263f93e0bd2901ad47f
         path-prefix: "onnx-models/HuggingFaceTB/SmolLM2-360M-Instruct-GGUF/main/"
         artifact-name: smollm2-360-instruct-gguf.tar.zst
+
+speecht5-tts:
+    description: microsoft/speecht5_tts with ONNX weights to be compatible with Transformers.js
+    fetch:
+        type: git
+        repo: https://huggingface.co/Xenova/speecht5_tts
+        revision: 73001d8bf5a9a7532c9cede52b5d3c21936939b1
+        path-prefix: "onnx-models/Xenova/speecht5_tts/main/"
+        artifact-name: speecht5_tts.tar.zst
+
+speecht5-tts-vocoder:
+    description: vocoder for speecht5_tts
+    fetch:
+        type: git
+        repo: https://huggingface.co/Xenova/speecht5_hifigan
+        revision: 05bbb2dea568f207f71113f71c9ecc216840238e
+        path-prefix: "onnx-models/Xenova/speecht5_hifigan/main/"
+        artifact-name: speecht5_tts_hifigan.tar.zst
+
+speecht5-tts-speaker:
+    description: speaker embedding for speecht5_tts
+    fetch:
+        type: git
+        repo: https://huggingface.co/datasets/Xenova/transformers.js-docs
+        revision: 4cc21eccd7f4ad1174c2f721c02468e43bf39b60
+        path-prefix: "onnx-models/Xenova/transformers.js-docs/main/"
+        artifact-name: speecht5_tts_speaker_embedding.tar.zst

taskcluster/kinds/perftest/linux.yml

@@ -666,3 +666,32 @@ ml-perf-smart-tab-cluster:
             --hooks toolkit/components/ml/tests/tools/hooks_local_hub.py
             --mochitest-name-change
             toolkit/components/ml/tests/browser/browser_ml_smart_tab_clustering_perf.js
+
+ml-perf-speecht5-tts:
+    fetches:
+        fetch:
+            - ort.jsep.wasm
+            - speecht5-tts
+            - speecht5-tts-vocoder
+            - speecht5-tts-speaker
+    description: Run ML speecht5-tts Model
+    worker:
+        max-run-time: 900
+    treeherder:
+        symbol: perftest(ml-perf-speecht5)
+        tier: 2
+    attributes:
+        batch: false
+        cron: false
+    run-on-projects: [autoland, mozilla-central]
+    run:
+        command: >-
+            mkdir -p $MOZ_FETCHES_DIR/../artifacts &&
+            cd $MOZ_FETCHES_DIR &&
+            python3 python/mozperftest/mozperftest/runner.py
+            --mochitest-binary ${MOZ_FETCHES_DIR}/firefox/firefox-bin
+            --flavor mochitest
+            --output $MOZ_FETCHES_DIR/../artifacts
+            --hooks toolkit/components/ml/tests/tools/hooks_local_hub.py
+            --mochitest-name-change
+            toolkit/components/ml/tests/browser/browser_ml_speecht5_tts.js

taskcluster/kinds/perftest/macosx.yml

@@ -593,3 +593,32 @@ ml-perf-smart-tab-cluster:
             --hooks toolkit/components/ml/tests/tools/hooks_local_hub.py
             --mochitest-name-change
             toolkit/components/ml/tests/browser/browser_ml_smart_tab_clustering_perf.js
+
+ml-perf-speecht5-tts:
+    fetches:
+        fetch:
+            - ort.jsep.wasm
+            - speecht5-tts
+            - speecht5-tts-vocoder
+            - speecht5-tts-speaker
+    description: Run ML speecht5-tts Model
+    treeherder:
+        symbol: perftest(ml-perf-speecht5)
+        tier: 2
+    worker:
+        max-run-time: 900
+    attributes:
+        batch: false
+        cron: false
+    run-on-projects: [autoland, mozilla-central]
+    run:
+        command: >-
+            mkdir -p $MOZ_FETCHES_DIR/../artifacts &&
+            cd $MOZ_FETCHES_DIR &&
+            python3 python/mozperftest/mozperftest/runner.py
+            --mochitest-binary ${MOZ_FETCHES_DIR}/target.dmg
+            --flavor mochitest
+            --output $MOZ_FETCHES_DIR/../artifacts
+            --hooks toolkit/components/ml/tests/tools/hooks_local_hub.py
+            --mochitest-name-change
+            toolkit/components/ml/tests/browser/browser_ml_speecht5_tts.js

taskcluster/kinds/perftest/windows11-24h2-ref.yml

@@ -268,3 +268,32 @@ ml-perf-smart-tab-cluster:
             --hooks toolkit/components/ml/tests/tools/hooks_local_hub.py
             --mochitest-name-change
             toolkit/components/ml/tests/browser/browser_ml_smart_tab_clustering_perf.js
+
+ml-perf-speecht5-tts:
+    fetches:
+        fetch:
+            - ort.jsep.wasm
+            - speecht5-tts
+            - speecht5-tts-vocoder
+            - speecht5-tts-speaker
+    description: Run ML speecht5-tts Model
+    worker:
+        max-run-time: 900
+    treeherder:
+        symbol: perftest(ml-perf-speecht5)
+        tier: 2
+    attributes:
+        batch: false
+        cron: false
+    run-on-projects: [autoland, mozilla-central]
+    run:
+        command: >-
+            mkdir -p $MOZ_FETCHES_DIR/../artifacts &&
+            cd $MOZ_FETCHES_DIR &&
+            python3 python/mozperftest/mozperftest/runner.py
+            --mochitest-binary ${MOZ_FETCHES_DIR}/firefox/firefox.exe
+            --flavor mochitest
+            --output $MOZ_FETCHES_DIR/../artifacts
+            --hooks toolkit/components/ml/tests/tools/hooks_local_hub.py
+            --mochitest-name-change
+            toolkit/components/ml/tests/browser/browser_ml_speecht5_tts.js

taskcluster/kinds/perftest/windows11-24h2.yml

@@ -541,3 +541,32 @@ ml-perf-smart-tab-cluster:
             --hooks toolkit/components/ml/tests/tools/hooks_local_hub.py
             --mochitest-name-change
             toolkit/components/ml/tests/browser/browser_ml_smart_tab_clustering_perf.js
+
+ml-perf-speecht5-tts:
+    fetches:
+        fetch:
+            - ort.jsep.wasm
+            - speecht5-tts
+            - speecht5-tts-vocoder
+            - speecht5-tts-speaker
+    description: Run ML speecht5-tts Model
+    worker:
+        max-run-time: 900
+    treeherder:
+        symbol: perftest(ml-perf-speecht5)
+        tier: 2
+    attributes:
+        batch: false
+        cron: false
+    run-on-projects: [autoland, mozilla-central]
+    run:
+        command: >-
+            mkdir -p $MOZ_FETCHES_DIR/../artifacts &&
+            cd $MOZ_FETCHES_DIR &&
+            python3 python/mozperftest/mozperftest/runner.py
+            --mochitest-binary ${MOZ_FETCHES_DIR}/firefox/firefox.exe
+            --flavor mochitest
+            --output $MOZ_FETCHES_DIR/../artifacts
+            --hooks toolkit/components/ml/tests/tools/hooks_local_hub.py
+            --mochitest-name-change
+            toolkit/components/ml/tests/browser/browser_ml_speecht5_tts.js

testing/perfdocs/generated/mozperftest.rst

@@ -439,6 +439,24 @@ browser_ml_smart_tab_clustering_perf.js
 
 **Testing Smart Tab Clustering**
 
+browser_ml_speecht5_tts.js
+==========================
+
+:owner: GenAI Team
+:name: ML Speech T5 TTS
+:Default options:
+
+::
+
+ --perfherder
+ --perfherder-metrics name:latency,unit:ms,shouldAlert:False, name:memory,unit:MiB,shouldAlert:False
+ --verbose
+ --manifest perftest.toml
+ --manifest-flavor browser-chrome
+ --try-platform linux, mac, win
+
+**Testing Speech T5 TTS**
+
 browser_ml_autofill_perf.js
 ===========================
 

toolkit/components/ml/tests/browser/browser_ml_speecht5_tts.js

@@ -0,0 +1,72 @@
+/* Any copyright is dedicated to the Public Domain.
+http://creativecommons.org/publicdomain/zero/1.0/ */
+"use strict";
+
+const perfMetadata = {
+  owner: "GenAI Team",
+  name: "ML Speech T5 TTS",
+  description: "Testing Speech T5 TTS",
+  options: {
+    default: {
+      perfherder: true,
+      perfherder_metrics: [
+        {
+          name: "latency",
+          unit: "ms",
+          shouldAlert: false,
+        },
+        {
+          name: "memory",
+          unit: "MiB",
+          shouldAlert: false,
+        },
+      ],
+      verbose: true,
+      manifest: "perftest.toml",
+      manifest_flavor: "browser-chrome",
+      try_platform: ["linux", "mac", "win"],
+    },
+  },
+};
+
+requestLongerTimeout(250);
+
+const { sinon } = ChromeUtils.importESModule(
+  "resource://testing-common/Sinon.sys.mjs"
+);
+
+// Text-to-speech model tests
+add_task(async function test_ml_tts() {
+  const options = new PipelineOptions({
+    taskName: "text-to-speech",
+    modelId: "Xenova/speecht5_tts",
+    modelHubUrlTemplate: "{model}/{revision}",
+    modelRevision: "main",
+    dtype: "q8",
+    timeoutMS: 2 * 60 * 1000,
+  });
+
+  const requestInfo = {
+    inputArgs: "The one ring to rule them all.",
+    runOptions: {
+      speaker_embeddings: `${Services.env.get("MOZ_MODELS_HUB")}/Xenova/transformers.js-docs/main/speaker_embeddings.bin`,
+      vocoder: `${Services.env.get("MOZ_MODELS_HUB")}/Xenova/speecht5_hifigan`,
+    },
+  };
+
+  const request = {
+    args: [requestInfo.inputArgs],
+    options: requestInfo.runOptions,
+  };
+
+  info(`is request null | ${request === null || request === undefined}`);
+
+  await perfTest({
+    name: "speecht5_tts",
+    options,
+    request,
+    iterations: 10,
+    addColdStart: true,
+    trackPeakMemory: false,
+  });
+});

toolkit/components/ml/tests/browser/perftest.toml

@@ -26,6 +26,9 @@ disabled = "Disabled as we want to run this only as perftest, not regular CI"
 ["browser_ml_smart_tab_perf.js"]
 disabled = "Disabled as we want to run this only as perftest, not regular CI"
 
+["browser_ml_speecht5_tts.js"]
+disabled = "Disabled as we want to run this only as perftest, not regular CI"
+
 ["browser_ml_suggest_feature_perf.js"]
 disabled = "Disabled as we want to run this only as perftest, not regular CI"